spacyNER/training/prepare_data.py

# training/prepare_data.py
# ============================================================
# STEP 1 of 4 — BUILD CIVIL REGISTRY TRAINING DATA
# ============================================================
# 101 annotated examples:
#   27  Form 102 → 1A  (Birth Certificate)
#   27  Form 103 → 2A  (Death Certificate)
#   26  Form 97  → 3A  (Marriage Certificate)
#   21  Form 90      (Marriage License — birth cert source)
#
# OUTPUT:
#   data/training/train.spacy   (80 docs)
#   data/training/dev.spacy     (21 docs)
#
# NEXT STEP:
#   python training/funsd_integration.py
# ============================================================
import spacy
from spacy.tokens import DocBin
from spacy.util   import filter_spans
from pathlib      import Path


def find_clean(text, phrase, start_from=0):
    phrase = phrase.strip()
    i = text.find(phrase, start_from)
    if i == -1:
        return None
    return (i, i + len(phrase))


def make_entities(text, pairs):
    entities = []
    # Track last end position per phrase to handle duplicate values
    # e.g. "Filipino" appears as both MOTHER_CITIZENSHIP and FATHER_CITIZENSHIP
    phrase_last_end = {}
    for phrase, label in pairs:
        phrase_key = phrase.strip()
        start_from = phrase_last_end.get(phrase_key, 0)
        result = find_clean(text, phrase, start_from)
        if result is None:
            # Try from beginning in case ordering is off
            result = find_clean(text, phrase, 0)
        if result is None:
            print(f"  WARNING NOT FOUND: '{phrase}' for {label}")
            continue
        start, end = result
        actual = text[start:end]
        if actual != actual.strip():
            stripped = actual.strip()
            offset = actual.index(stripped)
            start = start + offset
            end   = start + len(stripped)
        # Check for span conflicts with already-added entities
        conflict = False
        for (es, ee, el) in entities:
            if not (end <= es or start >= ee):
                conflict = True
                break
        if conflict:
            # Try finding next occurrence after conflicting span
            result2 = find_clean(text, phrase, end)
            if result2:
                start, end = result2
            else:
                print(f"  WARNING CONFLICT: '{phrase}' for {label} overlaps existing span")
                continue
        phrase_last_end[phrase_key] = end
        entities.append((start, end, label))
    return entities


# ============================================================
# FORM 102 -> FORM 1A (BIRTH CERTIFICATE)
# Labels: REGISTRY_NO, DATE_OF_REGISTRATION, CHILD_FIRST,
#         CHILD_MIDDLE, CHILD_LAST, SEX, DATE_OF_BIRTH,
#         PLACE_OF_BIRTH, MOTHER_FIRST, MOTHER_MIDDLE,
#         MOTHER_LAST, MOTHER_CITIZENSHIP, FATHER_FIRST,
#         FATHER_MIDDLE, FATHER_LAST, FATHER_CITIZENSHIP,
#         MARRIAGE_DATE, MARRIAGE_PLACE
# ============================================================

def form102_examples():
    examples = []

    t = ("BC Registry No.: 2024-BC-001\nBC Date of Registration: January 5, 2024\nCHILD (First): Juan\nCHILD (Middle): dela Cruz\nCHILD (Last): Santos\n2. SEX: Male\n3. Child Date of Birth: March 15, 1990\n4. PLACE OF BIRTH: Makati City\nMother (First): Maria\nMother (Middle): Reyes\nMother (Last): dela Cruz\nMother Citizenship: Filipino\nFather (First): Pedro\nFather (Middle): Cruz\nFather (Last): Santos\nFather Citizenship: Filipino\n20a. DATE: June 10, 1985\n20b. PLACE: Manila")
    examples.append((t, {"entities": make_entities(t, [(("2024-BC-001","F102_REGISTRY_NO")),("January 5, 2024","F102_DATE_OF_REGISTRATION"),("Juan","F102_CHILD_FIRST"),("dela Cruz","F102_CHILD_MIDDLE"),("Santos","F102_CHILD_LAST"),("Male","F102_SEX"),("March 15, 1990","F102_DATE_OF_BIRTH"),("Makati City","F102_PLACE_OF_BIRTH"),("Maria","F102_MOTHER_FIRST"),("Reyes","F102_MOTHER_MIDDLE"),("dela Cruz","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Pedro","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Santos","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP"),("June 10, 1985","F102_MARRIAGE_DATE"),("Manila","F102_MARRIAGE_PLACE")])}))

    t = ("BC Registry No.: 2023-BC-112\nBC Date of Registration: March 2, 2023\nCHILD (First): Ana\nCHILD (Middle): Garcia\nCHILD (Last): Reyes\n2. SEX: Female\n3. Child Date of Birth: August 21, 1995\n4. PLACE OF BIRTH: Pasig City\n5a. TYPE OF BIRTH: Twin\nMother (First): Gloria\nMother (Middle): Santos\nMother (Last): Garcia\nMother Citizenship: Filipino\nFather (First): Ramon\nFather (Middle): Cruz\nFather (Last): Reyes\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2023-BC-112","F102_REGISTRY_NO")),("March 2, 2023","F102_DATE_OF_REGISTRATION"),("Ana","F102_CHILD_FIRST"),("Garcia","F102_CHILD_MIDDLE"),("Reyes","F102_CHILD_LAST"),("Female","F102_SEX"),("August 21, 1995","F102_DATE_OF_BIRTH"),("Pasig City","F102_PLACE_OF_BIRTH"),("Gloria","F102_MOTHER_FIRST"),("Santos","F102_MOTHER_MIDDLE"),("Garcia","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Ramon","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Reyes","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2010-BC-089\nBC Date of Registration: December 15, 2010\nCHILD (First): Carlo\nCHILD (Middle): Santos\nCHILD (Last): Lim\n2. SEX: Male\n3. Child Date of Birth: December 1, 2010\n4. PLACE OF BIRTH: Cebu City\nMother (First): Rosa\nMother (Middle): Villanueva\nMother (Last): Santos\nMother Citizenship: Filipino\nFather (First): Bernard\nFather (Middle): Cruz\nFather (Last): Lim\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2010-BC-089","F102_REGISTRY_NO")),("December 15, 2010","F102_DATE_OF_REGISTRATION"),("Carlo","F102_CHILD_FIRST"),("Santos","F102_CHILD_MIDDLE"),("Lim","F102_CHILD_LAST"),("Male","F102_SEX"),("December 1, 2010","F102_DATE_OF_BIRTH"),("Cebu City","F102_PLACE_OF_BIRTH"),("Rosa","F102_MOTHER_FIRST"),("Villanueva","F102_MOTHER_MIDDLE"),("Santos","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Bernard","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Lim","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 1988-BC-045\nBC Date of Registration: July 20, 1988\nCHILD (First): Liza\nCHILD (Middle): Ramos\nCHILD (Last): Delos Santos\n2. SEX: Female\n3. Child Date of Birth: July 7, 1988\n4. PLACE OF BIRTH: Davao City\nMother (First): Perla\nMother (Middle): Aquino\nMother (Last): Ramos\nMother Citizenship: Filipino\nFather (First): Manuel\nFather (Middle): Santos\nFather (Last): Delos Santos\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("1988-BC-045","F102_REGISTRY_NO")),("July 20, 1988","F102_DATE_OF_REGISTRATION"),("Liza","F102_CHILD_FIRST"),("Ramos","F102_CHILD_MIDDLE"),("Delos Santos","F102_CHILD_LAST"),("Female","F102_SEX"),("July 7, 1988","F102_DATE_OF_BIRTH"),("Davao City","F102_PLACE_OF_BIRTH"),("Perla","F102_MOTHER_FIRST"),("Aquino","F102_MOTHER_MIDDLE"),("Ramos","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Manuel","F102_FATHER_FIRST"),("Santos","F102_FATHER_MIDDLE"),("Delos Santos","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2005-BC-200\nBC Date of Registration: December 10, 2005\nCHILD (First): Sofia\nCHILD (Middle): Mendoza\nCHILD (Last): Santos-Cruz\n2. SEX: Female\n3. Child Date of Birth: November 30, 2005\n4. PLACE OF BIRTH: Quezon City\nMother (First): Carmen\nMother (Middle): Uy\nMother (Last): Mendoza\nMother Citizenship: Filipino\nFather (First): Roberto\nFather (Middle): Cruz\nFather (Last): Santos-Cruz\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2005-BC-200","F102_REGISTRY_NO")),("December 10, 2005","F102_DATE_OF_REGISTRATION"),("Sofia","F102_CHILD_FIRST"),("Mendoza","F102_CHILD_MIDDLE"),("Santos-Cruz","F102_CHILD_LAST"),("Female","F102_SEX"),("November 30, 2005","F102_DATE_OF_BIRTH"),("Quezon City","F102_PLACE_OF_BIRTH"),("Carmen","F102_MOTHER_FIRST"),("Uy","F102_MOTHER_MIDDLE"),("Mendoza","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Roberto","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Santos-Cruz","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2000-BC-011\nBC Date of Registration: January 20, 2000\nCHILD (First): Miguel\nCHILD (Middle): Ocampo\nCHILD (Last): Villanueva\n2. SEX: Male\n3. Child Date of Birth: January 5, 2000\n4. PLACE OF BIRTH: Iloilo City\nMother (First): Rosario\nMother (Middle): de Leon\nMother (Last): Ocampo\nMother Citizenship: Filipino\n14. NAME (First): Eduardo (Middle): dela Cruz (Last): Villanueva\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2000-BC-011","F102_REGISTRY_NO")),("January 20, 2000","F102_DATE_OF_REGISTRATION"),("Miguel","F102_CHILD_FIRST"),("Ocampo","F102_CHILD_MIDDLE"),("Villanueva","F102_CHILD_LAST"),("Male","F102_SEX"),("January 5, 2000","F102_DATE_OF_BIRTH"),("Iloilo City","F102_PLACE_OF_BIRTH"),("Rosario","F102_MOTHER_FIRST"),("de Leon","F102_MOTHER_MIDDLE"),("Ocampo","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Eduardo","F102_FATHER_FIRST"),("dela Cruz","F102_FATHER_MIDDLE"),("Villanueva","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2003-BC-077\nBC Date of Registration: May 25, 2003\nCHILD (First): Kristine\nCHILD (Middle): Bautista\nCHILD (Last): Tan\n2. SEX: Female\n3. Child Date of Birth: May 12, 2003\n4. PLACE OF BIRTH: Taguig City\n5a. TYPE OF BIRTH: Single\n5b. BIRTH ORDER: 2nd\nMother (First): Felicia\nMother (Middle): Sy\nMother (Last): Bautista\nMother Citizenship: Filipino\nFather (First): Ricardo\nFather (Middle): Go\nFather (Last): Tan\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2003-BC-077","F102_REGISTRY_NO")),("May 25, 2003","F102_DATE_OF_REGISTRATION"),("Kristine","F102_CHILD_FIRST"),("Bautista","F102_CHILD_MIDDLE"),("Tan","F102_CHILD_LAST"),("Female","F102_SEX"),("May 12, 2003","F102_DATE_OF_BIRTH"),("Taguig City","F102_PLACE_OF_BIRTH"),("Felicia","F102_MOTHER_FIRST"),("Sy","F102_MOTHER_MIDDLE"),("Bautista","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Ricardo","F102_FATHER_FIRST"),("Go","F102_FATHER_MIDDLE"),("Tan","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 1998-BC-156\nBC Date of Registration: November 1, 1998\nCHILD (First): Emmanuel\nCHILD (Middle): dela Paz\nCHILD (Last): Reyes\n2. SEX: Male\n3. Child Date of Birth: October 20, 1998\n4. PLACE OF BIRTH: Manila\nMother (First): Leonora\nMother (Middle): Castillo\nMother (Last): dela Paz\nMother Citizenship: Filipino\nFather (First): Rodrigo\nFather (Middle): Santos\nFather (Last): Reyes\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("1998-BC-156","F102_REGISTRY_NO")),("November 1, 1998","F102_DATE_OF_REGISTRATION"),("Emmanuel","F102_CHILD_FIRST"),("dela Paz","F102_CHILD_MIDDLE"),("Reyes","F102_CHILD_LAST"),("Male","F102_SEX"),("October 20, 1998","F102_DATE_OF_BIRTH"),("Manila","F102_PLACE_OF_BIRTH"),("Leonora","F102_MOTHER_FIRST"),("Castillo","F102_MOTHER_MIDDLE"),("dela Paz","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Rodrigo","F102_FATHER_FIRST"),("Santos","F102_FATHER_MIDDLE"),("Reyes","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2015-BC-033\nBC Date of Registration: March 10, 2015\nCHILD (First): Patricia\nCHILD (Middle): Gonzales\nCHILD (Last): Lopez\n2. SEX: Female\n3. Child Date of Birth: February 28, 2015\n4. PLACE OF BIRTH: Caloocan City\nMother (First): Maricel\nMother (Middle): Torres\nMother (Last): Gonzales\nMother Citizenship: Filipino\nFather (First): Alfredo\nFather (Middle): Reyes\nFather (Last): Lopez\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2015-BC-033","F102_REGISTRY_NO")),("March 10, 2015","F102_DATE_OF_REGISTRATION"),("Patricia","F102_CHILD_FIRST"),("Gonzales","F102_CHILD_MIDDLE"),("Lopez","F102_CHILD_LAST"),("Female","F102_SEX"),("February 28, 2015","F102_DATE_OF_BIRTH"),("Caloocan City","F102_PLACE_OF_BIRTH"),("Maricel","F102_MOTHER_FIRST"),("Torres","F102_MOTHER_MIDDLE"),("Gonzales","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Alfredo","F102_FATHER_FIRST"),("Reyes","F102_FATHER_MIDDLE"),("Lopez","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2019-BC-044\nBC Date of Registration: April 15, 2019\nCHILD (First): Celine\nCHILD (Middle): Macaraeg\nCHILD (Last): Buenaventura\n2. SEX: Female\n3. Child Date of Birth: April 3, 2019\n4. PLACE OF BIRTH: Batangas City\nMother (First): Anita\nMother (Middle): dela Rosa\nMother (Last): Macaraeg\nMother Citizenship: Filipino\nFather (First): Marcelino\nFather (Middle): Cruz\nFather (Last): Buenaventura\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2019-BC-044","F102_REGISTRY_NO")),("April 15, 2019","F102_DATE_OF_REGISTRATION"),("Celine","F102_CHILD_FIRST"),("Macaraeg","F102_CHILD_MIDDLE"),("Buenaventura","F102_CHILD_LAST"),("Female","F102_SEX"),("April 3, 2019","F102_DATE_OF_BIRTH"),("Batangas City","F102_PLACE_OF_BIRTH"),("Anita","F102_MOTHER_FIRST"),("dela Rosa","F102_MOTHER_MIDDLE"),("Macaraeg","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Marcelino","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Buenaventura","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2008-BC-099\nBC Date of Registration: January 22, 2008\nCHILD (First): Marco\nCHILD (Middle): Santos\nCHILD (Last): Dela Cruz\n2. SEX: Male\n3. Child Date of Birth: January 10, 2008\n4. PLACE OF BIRTH: Marikina City\nMother (First): Nena\nMother (Middle): Reyes\nMother (Last): Santos\nMother Citizenship: Filipino\nFather (First): Victor\nFather (Middle): Cruz\nFather (Last): Dela Cruz\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2008-BC-099","F102_REGISTRY_NO")),("January 22, 2008","F102_DATE_OF_REGISTRATION"),("Marco","F102_CHILD_FIRST"),("Santos","F102_CHILD_MIDDLE"),("Dela Cruz","F102_CHILD_LAST"),("Male","F102_SEX"),("January 10, 2008","F102_DATE_OF_BIRTH"),("Marikina City","F102_PLACE_OF_BIRTH"),("Nena","F102_MOTHER_FIRST"),("Reyes","F102_MOTHER_MIDDLE"),("Santos","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Victor","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Dela Cruz","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2012-BC-134\nBC Date of Registration: September 28, 2012\nCHILD (First): Bianca\nCHILD (Middle): Torres\nCHILD (Last): Navarro\n2. SEX: Female\n3. Child Date of Birth: September 14, 2012\n4. PLACE OF BIRTH: San Juan City\nMother (First): Luisa\nMother (Middle): Magno\nMother (Last): Torres\nMother Citizenship: Filipino\nFather (First): Ernesto\nFather (Middle): Navarro\nFather (Last): Navarro\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2012-BC-134","F102_REGISTRY_NO")),("September 28, 2012","F102_DATE_OF_REGISTRATION"),("Bianca","F102_CHILD_FIRST"),("Torres","F102_CHILD_MIDDLE"),("Navarro","F102_CHILD_LAST"),("Female","F102_SEX"),("September 14, 2012","F102_DATE_OF_BIRTH"),("San Juan City","F102_PLACE_OF_BIRTH"),("Luisa","F102_MOTHER_FIRST"),("Magno","F102_MOTHER_MIDDLE"),("Torres","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Ernesto","F102_FATHER_FIRST"),("Navarro","F102_FATHER_MIDDLE"),("Navarro","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2017-BC-021\nBC Date of Registration: February 20, 2017\nCHILD (First): Nathan\nCHILD (Middle): Ramos\nCHILD (Last): Padilla\n2. SEX: Male\n3. Child Date of Birth: February 7, 2017\n4. PLACE OF BIRTH: Muntinlupa City\nMother (First): Carla\nMother (Middle): Abad\nMother (Last): Ramos\nMother Citizenship: Filipino\nFather (First): Dennis\nFather (Middle): Cruz\nFather (Last): Padilla\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2017-BC-021","F102_REGISTRY_NO")),("February 20, 2017","F102_DATE_OF_REGISTRATION"),("Nathan","F102_CHILD_FIRST"),("Ramos","F102_CHILD_MIDDLE"),("Padilla","F102_CHILD_LAST"),("Male","F102_SEX"),("February 7, 2017","F102_DATE_OF_BIRTH"),("Muntinlupa City","F102_PLACE_OF_BIRTH"),("Carla","F102_MOTHER_FIRST"),("Abad","F102_MOTHER_MIDDLE"),("Ramos","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Dennis","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Padilla","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2001-BC-067\nBC Date of Registration: July 15, 2001\nCHILD (First): Joshua\nCHILD (Middle): Bautista\nCHILD (Last): Enriquez\n2. SEX: Male\n3. Child Date of Birth: July 30, 2001\n4. PLACE OF BIRTH: Paranaque City\nMother (First): Natividad\nMother (Middle): Ramos\nMother (Last): Bautista\nMother Citizenship: Filipino\nFather (First): Nestor\nFather (Middle): Flores\nFather (Last): Enriquez\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2001-BC-067","F102_REGISTRY_NO")),("July 15, 2001","F102_DATE_OF_REGISTRATION"),("Joshua","F102_CHILD_FIRST"),("Bautista","F102_CHILD_MIDDLE"),("Enriquez","F102_CHILD_LAST"),("Male","F102_SEX"),("July 30, 2001","F102_DATE_OF_BIRTH"),("Paranaque City","F102_PLACE_OF_BIRTH"),("Natividad","F102_MOTHER_FIRST"),("Ramos","F102_MOTHER_MIDDLE"),("Bautista","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Nestor","F102_FATHER_FIRST"),("Flores","F102_FATHER_MIDDLE"),("Enriquez","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2006-BC-088\nBC Date of Registration: August 20, 2006\nCHILD (First): Renz\nCHILD (Middle): Dela Rosa\nCHILD (Last): Manalo\n2. SEX: Male\n3. Child Date of Birth: August 8, 2006\n4. PLACE OF BIRTH: Navotas City\nMother (First): Florinda\nMother (Middle): Ocampo\nMother (Last): Dela Rosa\nMother Citizenship: Filipino\nFather (First): Ronaldo\nFather (Middle): Cruz\nFather (Last): Manalo\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2006-BC-088","F102_REGISTRY_NO")),("August 20, 2006","F102_DATE_OF_REGISTRATION"),("Renz","F102_CHILD_FIRST"),("Dela Rosa","F102_CHILD_MIDDLE"),("Manalo","F102_CHILD_LAST"),("Male","F102_SEX"),("August 8, 2006","F102_DATE_OF_BIRTH"),("Navotas City","F102_PLACE_OF_BIRTH"),("Florinda","F102_MOTHER_FIRST"),("Ocampo","F102_MOTHER_MIDDLE"),("Dela Rosa","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Ronaldo","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Manalo","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2013-BC-111\nBC Date of Registration: November 25, 2013\nCHILD (First): Daniel\nCHILD (Middle): Soriano\nCHILD (Last): Velasco\n2. SEX: Male\n3. Child Date of Birth: November 11, 2013\n4. PLACE OF BIRTH: Bacoor, Cavite\nMother (First): Milagros\nMother (Middle): Santos\nMother (Last): Soriano\nMother Citizenship: Filipino\nFather (First): Rolando\nFather (Middle): Reyes\nFather (Last): Velasco\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2013-BC-111","F102_REGISTRY_NO")),("November 25, 2013","F102_DATE_OF_REGISTRATION"),("Daniel","F102_CHILD_FIRST"),("Soriano","F102_CHILD_MIDDLE"),("Velasco","F102_CHILD_LAST"),("Male","F102_SEX"),("November 11, 2013","F102_DATE_OF_BIRTH"),("Bacoor, Cavite","F102_PLACE_OF_BIRTH"),("Milagros","F102_MOTHER_FIRST"),("Santos","F102_MOTHER_MIDDLE"),("Soriano","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Rolando","F102_FATHER_FIRST"),("Reyes","F102_FATHER_MIDDLE"),("Velasco","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2020-BC-055\nBC Date of Registration: April 30, 2020\nCHILD (First): Jasmine\nCHILD (Middle): Cunanan\nCHILD (Last): Dizon\n2. SEX: Female\n3. Child Date of Birth: April 16, 2020\n4. PLACE OF BIRTH: Angeles City\nMother (First): Rowena\nMother (Middle): dela Cruz\nMother (Last): Cunanan\nMother Citizenship: Filipino\nFather (First): Marvin\nFather (Middle): Santos\nFather (Last): Dizon\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2020-BC-055","F102_REGISTRY_NO")),("April 30, 2020","F102_DATE_OF_REGISTRATION"),("Jasmine","F102_CHILD_FIRST"),("Cunanan","F102_CHILD_MIDDLE"),("Dizon","F102_CHILD_LAST"),("Female","F102_SEX"),("April 16, 2020","F102_DATE_OF_BIRTH"),("Angeles City","F102_PLACE_OF_BIRTH"),("Rowena","F102_MOTHER_FIRST"),("dela Cruz","F102_MOTHER_MIDDLE"),("Cunanan","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Marvin","F102_FATHER_FIRST"),("Santos","F102_FATHER_MIDDLE"),("Dizon","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2018-BC-022\nBC Date of Registration: February 10, 2018\nCHILD (First): Elijah\nCHILD (Middle): Pascual\nCHILD (Last): Bernardo\n2. SEX: Male\n3. Child Date of Birth: January 29, 2018\n4. PLACE OF BIRTH: San Fernando, Pampanga\nMother (First): Marivic\nMother (Middle): Reyes\nMother (Last): Pascual\nMother Citizenship: Filipino\nFather (First): Danilo\nFather (Middle): Cruz\nFather (Last): Bernardo\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2018-BC-022","F102_REGISTRY_NO")),("February 10, 2018","F102_DATE_OF_REGISTRATION"),("Elijah","F102_CHILD_FIRST"),("Pascual","F102_CHILD_MIDDLE"),("Bernardo","F102_CHILD_LAST"),("Male","F102_SEX"),("January 29, 2018","F102_DATE_OF_BIRTH"),("San Fernando, Pampanga","F102_PLACE_OF_BIRTH"),("Marivic","F102_MOTHER_FIRST"),("Reyes","F102_MOTHER_MIDDLE"),("Pascual","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Danilo","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Bernardo","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2007-BC-143\nBC Date of Registration: October 25, 2007\nCHILD (First): Samantha\nCHILD (Middle): Villanueva\nCHILD (Last): Tolentino\n2. SEX: Female\n3. Child Date of Birth: October 10, 2007\n4. PLACE OF BIRTH: Lipa City\nMother (First): Yolanda\nMother (Middle): Bautista\nMother (Last): Villanueva\nMother Citizenship: Filipino\nFather (First): Aurelio\nFather (Middle): Santos\nFather (Last): Tolentino\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2007-BC-143","F102_REGISTRY_NO")),("October 25, 2007","F102_DATE_OF_REGISTRATION"),("Samantha","F102_CHILD_FIRST"),("Villanueva","F102_CHILD_MIDDLE"),("Tolentino","F102_CHILD_LAST"),("Female","F102_SEX"),("October 10, 2007","F102_DATE_OF_BIRTH"),("Lipa City","F102_PLACE_OF_BIRTH"),("Yolanda","F102_MOTHER_FIRST"),("Bautista","F102_MOTHER_MIDDLE"),("Villanueva","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Aurelio","F102_FATHER_FIRST"),("Santos","F102_FATHER_MIDDLE"),("Tolentino","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2014-BC-077\nBC Date of Registration: July 18, 2014\nCHILD (First): Adrian\nCHILD (Middle): Espiritu\nCHILD (Last): Reyes\n2. SEX: Male\n3. Child Date of Birth: July 4, 2014\n4. PLACE OF BIRTH: Legazpi City\nMother (First): Nenita\nMother (Middle): Gomez\nMother (Last): Espiritu\nMother Citizenship: Filipino\nFather (First): Eduardo\nFather (Middle): Santos\nFather (Last): Reyes\nFather Citizenship: Filipino")
    examples.append((t, {"entities": make_entities(t, [(("2014-BC-077","F102_REGISTRY_NO")),("July 18, 2014","F102_DATE_OF_REGISTRATION"),("Adrian","F102_CHILD_FIRST"),("Espiritu","F102_CHILD_MIDDLE"),("Reyes","F102_CHILD_LAST"),("Male","F102_SEX"),("July 4, 2014","F102_DATE_OF_BIRTH"),("Legazpi City","F102_PLACE_OF_BIRTH"),("Nenita","F102_MOTHER_FIRST"),("Gomez","F102_MOTHER_MIDDLE"),("Espiritu","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Eduardo","F102_FATHER_FIRST"),("Santos","F102_FATHER_MIDDLE"),("Reyes","F102_FATHER_LAST"),("Filipino","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2022-BC-009\nBC Date of Registration: March 15, 2022\nCHILD (First): Mia\nCHILD (Middle): Carbonell\nCHILD (Last): Santos\n2. SEX: Female\n3. Child Date of Birth: March 1, 2022\n4. PLACE OF BIRTH: Zamboanga City\nMother (First): Glenda\nMother (Middle): Reyes\nMother (Last): Carbonell\nMother Citizenship: Filipino\nFather (First): Freddie\nFather (Middle): Cruz\nFather (Last): Santos\nFather Citizenship: American")
    examples.append((t, {"entities": make_entities(t, [(("2022-BC-009","F102_REGISTRY_NO")),("March 15, 2022","F102_DATE_OF_REGISTRATION"),("Mia","F102_CHILD_FIRST"),("Carbonell","F102_CHILD_MIDDLE"),("Santos","F102_CHILD_LAST"),("Female","F102_SEX"),("March 1, 2022","F102_DATE_OF_BIRTH"),("Zamboanga City","F102_PLACE_OF_BIRTH"),("Glenda","F102_MOTHER_FIRST"),("Reyes","F102_MOTHER_MIDDLE"),("Carbonell","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Freddie","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Santos","F102_FATHER_LAST"),("American","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2016-BC-058\nBC Date of Registration: May 20, 2016\nCHILD (First): Angelica\nCHILD (Middle): Pingol\nCHILD (Last): Reyes\n2. SEX: Female\n3. Child Date of Birth: May 5, 2016\n4. PLACE OF BIRTH: Cavite City\nMother (First): Teresita\nMother (Middle): Mercado\nMother (Last): Pingol\nMother Citizenship: Filipino\nFather (First): Aldrin\nFather (Middle): Garcia\nFather (Last): Reyes\nFather Citizenship: American")
    examples.append((t, {"entities": make_entities(t, [(("2016-BC-058","F102_REGISTRY_NO")),("May 20, 2016","F102_DATE_OF_REGISTRATION"),("Angelica","F102_CHILD_FIRST"),("Pingol","F102_CHILD_MIDDLE"),("Reyes","F102_CHILD_LAST"),("Female","F102_SEX"),("May 5, 2016","F102_DATE_OF_BIRTH"),("Cavite City","F102_PLACE_OF_BIRTH"),("Teresita","F102_MOTHER_FIRST"),("Mercado","F102_MOTHER_MIDDLE"),("Pingol","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Aldrin","F102_FATHER_FIRST"),("Garcia","F102_FATHER_MIDDLE"),("Reyes","F102_FATHER_LAST"),("American","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2004-BC-190\nBC Date of Registration: June 30, 2004\nCHILD (First): Kevin\nCHILD (Middle): Aguilar\nCHILD (Last): Serrano\n2. SEX: Male\n3. Child Date of Birth: June 25, 2004\n4. PLACE OF BIRTH: Valenzuela City\nMother (First): Jocelyn\nMother (Middle): Bato\nMother (Last): Aguilar\nMother Citizenship: Filipino\nFather (First): Rodel\nFather (Middle): Reyes\nFather (Last): Serrano\nFather Citizenship: American")
    examples.append((t, {"entities": make_entities(t, [(("2004-BC-190","F102_REGISTRY_NO")),("June 30, 2004","F102_DATE_OF_REGISTRATION"),("Kevin","F102_CHILD_FIRST"),("Aguilar","F102_CHILD_MIDDLE"),("Serrano","F102_CHILD_LAST"),("Male","F102_SEX"),("June 25, 2004","F102_DATE_OF_BIRTH"),("Valenzuela City","F102_PLACE_OF_BIRTH"),("Jocelyn","F102_MOTHER_FIRST"),("Bato","F102_MOTHER_MIDDLE"),("Aguilar","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Rodel","F102_FATHER_FIRST"),("Reyes","F102_FATHER_MIDDLE"),("Serrano","F102_FATHER_LAST"),("American","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2009-BC-033\nBC Date of Registration: December 30, 2009\nCHILD (First): Trisha\nCHILD (Middle): Vergara\nCHILD (Last): Aquino\n2. SEX: Female\n3. Child Date of Birth: December 18, 2009\n4. PLACE OF BIRTH: Malabon City\nMother (First): Corazon\nMother (Middle): dela Torre\nMother (Last): Vergara\nMother Citizenship: Filipino\nFather (First): Gilbert\nFather (Middle): Santos\nFather (Last): Aquino\nFather Citizenship: American")
    examples.append((t, {"entities": make_entities(t, [(("2009-BC-033","F102_REGISTRY_NO")),("December 30, 2009","F102_DATE_OF_REGISTRATION"),("Trisha","F102_CHILD_FIRST"),("Vergara","F102_CHILD_MIDDLE"),("Aquino","F102_CHILD_LAST"),("Female","F102_SEX"),("December 18, 2009","F102_DATE_OF_BIRTH"),("Malabon City","F102_PLACE_OF_BIRTH"),("Corazon","F102_MOTHER_FIRST"),("dela Torre","F102_MOTHER_MIDDLE"),("Vergara","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Gilbert","F102_FATHER_FIRST"),("Santos","F102_FATHER_MIDDLE"),("Aquino","F102_FATHER_LAST"),("American","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2011-BC-088\nBC Date of Registration: March 30, 2011\nCHILD (First): Hannah\nCHILD (Middle): Delos Reyes\nCHILD (Last): Magpayo\n2. SEX: Female\n3. Child Date of Birth: March 22, 2011\n4. PLACE OF BIRTH: Las Pinas City\nMother (First): Evelyn\nMother (Middle): Cruz\nMother (Last): Delos Reyes\nMother Citizenship: Filipino\nFather (First): Ariel\nFather (Middle): Santos\nFather (Last): Magpayo\nFather Citizenship: American")
    examples.append((t, {"entities": make_entities(t, [(("2011-BC-088","F102_REGISTRY_NO")),("March 30, 2011","F102_DATE_OF_REGISTRATION"),("Hannah","F102_CHILD_FIRST"),("Delos Reyes","F102_CHILD_MIDDLE"),("Magpayo","F102_CHILD_LAST"),("Female","F102_SEX"),("March 22, 2011","F102_DATE_OF_BIRTH"),("Las Pinas City","F102_PLACE_OF_BIRTH"),("Evelyn","F102_MOTHER_FIRST"),("Cruz","F102_MOTHER_MIDDLE"),("Delos Reyes","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Ariel","F102_FATHER_FIRST"),("Santos","F102_FATHER_MIDDLE"),("Magpayo","F102_FATHER_LAST"),("American","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 1999-BC-044\nBC Date of Registration: May 10, 1999\nCHILD (First): Renaldo\nCHILD (Middle): Aquino\nCHILD (Last): Bautista\n2. SEX: Male\n3. Child Date of Birth: April 25, 1999\n4. PLACE OF BIRTH: Tarlac City\nMother (First): Cecilia\nMother (Middle): Ramos\nMother (Last): Aquino\nMother Citizenship: Filipino\nFather (First): Norberto\nFather (Middle): Cruz\nFather (Last): Bautista\nFather Citizenship: Chinese")
    examples.append((t, {"entities": make_entities(t, [(("1999-BC-044","F102_REGISTRY_NO")),("May 10, 1999","F102_DATE_OF_REGISTRATION"),("Renaldo","F102_CHILD_FIRST"),("Aquino","F102_CHILD_MIDDLE"),("Bautista","F102_CHILD_LAST"),("Male","F102_SEX"),("April 25, 1999","F102_DATE_OF_BIRTH"),("Tarlac City","F102_PLACE_OF_BIRTH"),("Cecilia","F102_MOTHER_FIRST"),("Ramos","F102_MOTHER_MIDDLE"),("Aquino","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Norberto","F102_FATHER_FIRST"),("Cruz","F102_FATHER_MIDDLE"),("Bautista","F102_FATHER_LAST"),("Chinese","F102_FATHER_CITIZENSHIP")])}))

    t = ("BC Registry No.: 2021-BC-077\nBC Date of Registration: August 5, 2021\nCHILD (First): Clarisse\nCHILD (Middle): Dela Pena\nCHILD (Last): Guevara\n2. SEX: Female\n3. Child Date of Birth: July 19, 2021\n4. PLACE OF BIRTH: Olongapo City\nMother (First): Analiza\nMother (Middle): Santos\nMother (Last): Dela Pena\nMother Citizenship: Filipino\nFather (First): Wilfredo\nFather (Middle): Reyes\nFather (Last): Guevara\nFather Citizenship: Chinese")
    examples.append((t, {"entities": make_entities(t, [(("2021-BC-077","F102_REGISTRY_NO")),("August 5, 2021","F102_DATE_OF_REGISTRATION"),("Clarisse","F102_CHILD_FIRST"),("Dela Pena","F102_CHILD_MIDDLE"),("Guevara","F102_CHILD_LAST"),("Female","F102_SEX"),("July 19, 2021","F102_DATE_OF_BIRTH"),("Olongapo City","F102_PLACE_OF_BIRTH"),("Analiza","F102_MOTHER_FIRST"),("Santos","F102_MOTHER_MIDDLE"),("Dela Pena","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Wilfredo","F102_FATHER_FIRST"),("Reyes","F102_FATHER_MIDDLE"),("Guevara","F102_FATHER_LAST"),("Chinese","F102_FATHER_CITIZENSHIP")])}))



    # Extra examples targeting rare labels: MARRIAGE_DATE, MARRIAGE_PLACE, TYPE_OF_BIRTH
    t = "BC Registry No.: 2015-BC-033\nBC Date of Registration: February 14, 2015\nCHILD (First): Mia\nCHILD (Middle): Buenaventura\nCHILD (Last): Tolentino\n2. SEX: Female\n3. Child Date of Birth: February 1, 2015\n4. PLACE OF BIRTH: Tarlac City\nMother (First): Luz\nMother (Middle): Pascual\nMother (Last): Buenaventura\nMother Citizenship: Filipino\nFather (First): Dante\nFather (Middle): Rivera\nFather (Last): Tolentino\nFather Citizenship: Chinese\n20a. DATE: April 12, 2010\n20b. PLACE: Tarlac City"
    examples.append((t, {"entities": make_entities(t, [(("2015-BC-033","F102_REGISTRY_NO")),("February 14, 2015","F102_DATE_OF_REGISTRATION"),("Mia","F102_CHILD_FIRST"),("Buenaventura","F102_CHILD_MIDDLE"),("Tolentino","F102_CHILD_LAST"),("Female","F102_SEX"),("February 1, 2015","F102_DATE_OF_BIRTH"),("Tarlac City","F102_PLACE_OF_BIRTH"),("Luz","F102_MOTHER_FIRST"),("Pascual","F102_MOTHER_MIDDLE"),("Buenaventura","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Dante","F102_FATHER_FIRST"),("Rivera","F102_FATHER_MIDDLE"),("Tolentino","F102_FATHER_LAST"),("Chinese","F102_FATHER_CITIZENSHIP"),("April 12, 2010","F102_MARRIAGE_DATE"),("Tarlac City","F102_MARRIAGE_PLACE")])}))

    t = "BC Registry No.: 1999-BC-077\nBC Date of Registration: May 3, 1999\nCHILD (First): Jerome\nCHILD (Middle): Espiritu\nCHILD (Last): Castillo\n2. SEX: Male\n3. Child Date of Birth: April 20, 1999\n4. PLACE OF BIRTH: San Pablo City\nMother (First): Nelia\nMother (Middle): Torres\nMother (Last): Espiritu\nMother Citizenship: Filipino\nFather (First): Ronaldo\nFather (Middle): Agno\nFather (Last): Castillo\nFather Citizenship: Chinese\n20a. DATE: December 8, 1990\n20b. PLACE: San Pablo City"
    examples.append((t, {"entities": make_entities(t, [(("1999-BC-077","F102_REGISTRY_NO")),("May 3, 1999","F102_DATE_OF_REGISTRATION"),("Jerome","F102_CHILD_FIRST"),("Espiritu","F102_CHILD_MIDDLE"),("Castillo","F102_CHILD_LAST"),("Male","F102_SEX"),("April 20, 1999","F102_DATE_OF_BIRTH"),("San Pablo City","F102_PLACE_OF_BIRTH"),("Nelia","F102_MOTHER_FIRST"),("Torres","F102_MOTHER_MIDDLE"),("Espiritu","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Ronaldo","F102_FATHER_FIRST"),("Agno","F102_FATHER_MIDDLE"),("Castillo","F102_FATHER_LAST"),("Chinese","F102_FATHER_CITIZENSHIP"),("December 8, 1990","F102_MARRIAGE_DATE"),("San Pablo City","F102_MARRIAGE_PLACE")])}))

    t = "BC Registry No.: 2018-BC-004\nBC Date of Registration: March 5, 2018\nCHILD (First): Luis\nCHILD (Middle): Aguilar\nCHILD (Last): Medina\n2. SEX: Male\n3. Child Date of Birth: February 28, 2018\n4. PLACE OF BIRTH: Antipolo City\n5a. TYPE OF BIRTH: Single\nMother (First): Corazon\nMother (Middle): Diaz\nMother (Last): Aguilar\nMother Citizenship: Filipino\nFather (First): Oscar\nFather (Middle): Soriano\nFather (Last): Medina\nFather Citizenship: Korean\n20a. DATE: September 21, 2005\n20b. PLACE: Antipolo City"
    examples.append((t, {"entities": make_entities(t, [(("2018-BC-004","F102_REGISTRY_NO")),("March 5, 2018","F102_DATE_OF_REGISTRATION"),("Luis","F102_CHILD_FIRST"),("Aguilar","F102_CHILD_MIDDLE"),("Medina","F102_CHILD_LAST"),("Male","F102_SEX"),("February 28, 2018","F102_DATE_OF_BIRTH"),("Antipolo City","F102_PLACE_OF_BIRTH"),("Corazon","F102_MOTHER_FIRST"),("Diaz","F102_MOTHER_MIDDLE"),("Aguilar","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Oscar","F102_FATHER_FIRST"),("Soriano","F102_FATHER_MIDDLE"),("Medina","F102_FATHER_LAST"),("Korean","F102_FATHER_CITIZENSHIP"),("September 21, 2005","F102_MARRIAGE_DATE"),("Antipolo City","F102_MARRIAGE_PLACE")])}))

    t = "BC Registry No.: 2020-BC-150\nBC Date of Registration: October 10, 2020\nCHILD (First): Bea\nCHILD (Middle): Navarro\nCHILD (Last): Padilla\n2. SEX: Female\n3. Child Date of Birth: October 1, 2020\n4. PLACE OF BIRTH: Bacoor City\n5a. TYPE OF BIRTH: Twin\nMother (First): Imelda\nMother (Middle): Reyes\nMother (Last): Navarro\nMother Citizenship: Filipino\nFather (First): Fernando\nFather (Middle): Salcedo\nFather (Last): Padilla\nFather Citizenship: Korean\n20a. DATE: June 12, 2015\n20b. PLACE: Bacoor City"
    examples.append((t, {"entities": make_entities(t, [(("2020-BC-150","F102_REGISTRY_NO")),("October 10, 2020","F102_DATE_OF_REGISTRATION"),("Bea","F102_CHILD_FIRST"),("Navarro","F102_CHILD_MIDDLE"),("Padilla","F102_CHILD_LAST"),("Female","F102_SEX"),("October 1, 2020","F102_DATE_OF_BIRTH"),("Bacoor City","F102_PLACE_OF_BIRTH"),("Imelda","F102_MOTHER_FIRST"),("Reyes","F102_MOTHER_MIDDLE"),("Navarro","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Fernando","F102_FATHER_FIRST"),("Salcedo","F102_FATHER_MIDDLE"),("Padilla","F102_FATHER_LAST"),("Korean","F102_FATHER_CITIZENSHIP"),("June 12, 2015","F102_MARRIAGE_DATE"),("Bacoor City","F102_MARRIAGE_PLACE")])}))

    t = "BC Registry No.: 2007-BC-088\nBC Date of Registration: November 22, 2007\nCHILD (First): Kristine\nCHILD (Middle): Flores\nCHILD (Last): Bernardo\n2. SEX: Female\n3. Child Date of Birth: November 10, 2007\n4. PLACE OF BIRTH: Las Pinas City\n5a. TYPE OF BIRTH: Triplet\nMother (First): Maricel\nMother (Middle): Lim\nMother (Last): Flores\nMother Citizenship: Filipino\nFather (First): Arnold\nFather (Middle): Guinto\nFather (Last): Bernardo\nFather Citizenship: Korean\n20a. DATE: March 25, 2000\n20b. PLACE: Manila"
    examples.append((t, {"entities": make_entities(t, [(("2007-BC-088","F102_REGISTRY_NO")),("November 22, 2007","F102_DATE_OF_REGISTRATION"),("Kristine","F102_CHILD_FIRST"),("Flores","F102_CHILD_MIDDLE"),("Bernardo","F102_CHILD_LAST"),("Female","F102_SEX"),("November 10, 2007","F102_DATE_OF_BIRTH"),("Las Pinas City","F102_PLACE_OF_BIRTH"),("Maricel","F102_MOTHER_FIRST"),("Lim","F102_MOTHER_MIDDLE"),("Flores","F102_MOTHER_LAST"),("Filipino","F102_MOTHER_CITIZENSHIP"),("Arnold","F102_FATHER_FIRST"),("Guinto","F102_FATHER_MIDDLE"),("Bernardo","F102_FATHER_LAST"),("Korean","F102_FATHER_CITIZENSHIP"),("March 25, 2000","F102_MARRIAGE_DATE"),("Manila","F102_MARRIAGE_PLACE")])}))

    return examples


# ============================================================
# FORM 103 -> FORM 2A (DEATH CERTIFICATE)
# Labels: REGISTRY_NO, DATE_OF_REGISTRATION, DECEASED_FIRST,
#         DECEASED_MIDDLE, DECEASED_LAST, SEX, AGE,
#         CIVIL_STATUS, CITIZENSHIP, DATE_OF_DEATH,
#         PLACE_OF_DEATH, CAUSE_IMMEDIATE, CAUSE_ANTECEDENT,
#         CAUSE_UNDERLYING, OCCUPATION, RESIDENCE, RELIGION
# ============================================================

def form103_examples():
    examples = []

    t = ("Registry No.: 2020-301\nDC Date of Registration: September 10, 2020\nDECEASED (First): Carlos (Middle): Reyes (Last): Mendoza\n2. SEX: Male\n4. AGE: 65\n5. PLACE OF DEATH: Quezon City\n6. DATE OF DEATH: September 2, 2020\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\nImmediate cause: Cardiac Arrest")
    examples.append((t, {"entities": make_entities(t, [("2020-301","F103_REGISTRY_NO"),("September 10, 2020","F103_DATE_OF_REGISTRATION"),("Carlos","F103_DECEASED_FIRST"),("Reyes","F103_DECEASED_MIDDLE"),("Mendoza","F103_DECEASED_LAST"),("Male","F103_SEX"),("65","F103_AGE"),("Quezon City","F103_PLACE_OF_DEATH"),("September 2, 2020","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Cardiac Arrest","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2023-088\nDC Date of Registration: March 10, 2023\nDECEASED (First): Fernando (Middle): Santos (Last): Cruz\n2. SEX: Male\n4. AGE: 70\n5. PLACE OF DEATH: PGH Manila\n6. DATE OF DEATH: March 3, 2023\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\n10. OCCUPATION: Retired Teacher\nImmediate cause: Renal Failure\nAntecedent cause: Chronic Kidney Disease\nUnderlying cause: Diabetes Mellitus")
    examples.append((t, {"entities": make_entities(t, [("2023-088","F103_REGISTRY_NO"),("March 10, 2023","F103_DATE_OF_REGISTRATION"),("Fernando","F103_DECEASED_FIRST"),("Santos","F103_DECEASED_MIDDLE"),("Cruz","F103_DECEASED_LAST"),("Male","F103_SEX"),("70","F103_AGE"),("PGH Manila","F103_PLACE_OF_DEATH"),("March 3, 2023","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Renal Failure","F103_CAUSE_IMMEDIATE"),("Chronic Kidney Disease","F103_CAUSE_ANTECEDENT"),("Diabetes Mellitus","F103_CAUSE_UNDERLYING")])}))

    t = ("Registry No.: 2022-011\nDC Date of Registration: January 10, 2022\nDECEASED (First): Josefa (Middle): dela Paz (Last): Gonzales\n2. SEX: Female\n3. RELIGION: Roman Catholic\n4. AGE: 91\n5. PLACE OF DEATH: Batangas City\n6. DATE OF DEATH: December 31, 2021\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\nImmediate cause: Old Age")
    examples.append((t, {"entities": make_entities(t, [("2022-011","F103_REGISTRY_NO"),("January 10, 2022","F103_DATE_OF_REGISTRATION"),("Josefa","F103_DECEASED_FIRST"),("dela Paz","F103_DECEASED_MIDDLE"),("Gonzales","F103_DECEASED_LAST"),("Female","F103_SEX"),("91","F103_AGE"),("Batangas City","F103_PLACE_OF_DEATH"),("December 31, 2021","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Old Age","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2018-199\nDC Date of Registration: May 28, 2018\nDECEASED (First): Benjamin (Middle): Ocampo (Last): Velasquez\n2. SEX: Male\n4. AGE: 48\n5. PLACE OF DEATH: Makati Medical Center\n6. DATE OF DEATH: May 20, 2018\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 12 Ayala Avenue, Makati City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Accountant\nImmediate cause: Myocardial Infarction")
    examples.append((t, {"entities": make_entities(t, [("2018-199","F103_REGISTRY_NO"),("May 28, 2018","F103_DATE_OF_REGISTRATION"),("Benjamin","F103_DECEASED_FIRST"),("Ocampo","F103_DECEASED_MIDDLE"),("Velasquez","F103_DECEASED_LAST"),("Male","F103_SEX"),("48","F103_AGE"),("Makati Medical Center","F103_PLACE_OF_DEATH"),("May 20, 2018","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Myocardial Infarction","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2016-077\nDC Date of Registration: June 15, 2016\nDECEASED (First): Cristina (Middle): Evangelista (Last): Sy\n2. SEX: Female\n4. AGE: 29\n5. PLACE OF DEATH: Philippine General Hospital\n6. DATE OF DEATH: June 6, 2016\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Single\nImmediate cause: Dengue Hemorrhagic Fever")
    examples.append((t, {"entities": make_entities(t, [("2016-077","F103_REGISTRY_NO"),("June 15, 2016","F103_DATE_OF_REGISTRATION"),("Cristina","F103_DECEASED_FIRST"),("Evangelista","F103_DECEASED_MIDDLE"),("Sy","F103_DECEASED_LAST"),("Female","F103_SEX"),("29","F103_AGE"),("Philippine General Hospital","F103_PLACE_OF_DEATH"),("June 6, 2016","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Single","F103_CIVIL_STATUS"),("Dengue Hemorrhagic Fever","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2017-300\nDC Date of Registration: November 20, 2017\nDECEASED (First): Ernesto (Middle): Macapagal (Last): Villafuerte\n2. SEX: Male\n4. AGE: 77\n5. PLACE OF DEATH: Veterans Memorial Medical Center\n6. DATE OF DEATH: November 11, 2017\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\nImmediate cause: Multi-Organ Failure\nAntecedent cause: Septicemia\nUnderlying cause: Pneumonia")
    examples.append((t, {"entities": make_entities(t, [("2017-300","F103_REGISTRY_NO"),("November 20, 2017","F103_DATE_OF_REGISTRATION"),("Ernesto","F103_DECEASED_FIRST"),("Macapagal","F103_DECEASED_MIDDLE"),("Villafuerte","F103_DECEASED_LAST"),("Male","F103_SEX"),("77","F103_AGE"),("Veterans Memorial Medical Center","F103_PLACE_OF_DEATH"),("November 11, 2017","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Multi-Organ Failure","F103_CAUSE_IMMEDIATE"),("Septicemia","F103_CAUSE_ANTECEDENT"),("Pneumonia","F103_CAUSE_UNDERLYING")])}))

    t = ("Registry No.: 2019-210\nDC Date of Registration: August 22, 2019\nDECEASED (First): Amelia (Middle): Torres (Last): Ramos\n2. SEX: Female\n3. RELIGION: Iglesia ni Cristo\n4. AGE: 56\n5. PLACE OF DEATH: Cebu City Medical Center\n6. DATE OF DEATH: August 15, 2019\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Nurse\nImmediate cause: Breast Cancer")
    examples.append((t, {"entities": make_entities(t, [("2019-210","F103_REGISTRY_NO"),("August 22, 2019","F103_DATE_OF_REGISTRATION"),("Amelia","F103_DECEASED_FIRST"),("Torres","F103_DECEASED_MIDDLE"),("Ramos","F103_DECEASED_LAST"),("Female","F103_SEX"),("56","F103_AGE"),("Cebu City Medical Center","F103_PLACE_OF_DEATH"),("August 15, 2019","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Breast Cancer","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2022-015\nDC Date of Registration: January 18, 2022\nDECEASED (First): Rodrigo (Middle): dela Cruz (Last): Santos\n2. SEX: Male\n4. AGE: 83\n5. PLACE OF DEATH: Jose Reyes Memorial Medical Center\n6. DATE OF DEATH: January 10, 2022\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\n10. OCCUPATION: Farmer\nImmediate cause: Stroke")
    examples.append((t, {"entities": make_entities(t, [("2022-015","F103_REGISTRY_NO"),("January 18, 2022","F103_DATE_OF_REGISTRATION"),("Rodrigo","F103_DECEASED_FIRST"),("dela Cruz","F103_DECEASED_MIDDLE"),("Santos","F103_DECEASED_LAST"),("Male","F103_SEX"),("83","F103_AGE"),("Jose Reyes Memorial Medical Center","F103_PLACE_OF_DEATH"),("January 10, 2022","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Stroke","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2014-099\nDC Date of Registration: April 14, 2014\nDECEASED (First): Marilou (Middle): Bautista (Last): Reyes\n2. SEX: Female\n4. AGE: 44\n5. PLACE OF DEATH: Ospital ng Maynila\n6. DATE OF DEATH: April 4, 2014\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Separated\nImmediate cause: Cervical Cancer\nUnderlying cause: HPV Infection")
    examples.append((t, {"entities": make_entities(t, [("2014-099","F103_REGISTRY_NO"),("April 14, 2014","F103_DATE_OF_REGISTRATION"),("Marilou","F103_DECEASED_FIRST"),("Bautista","F103_DECEASED_MIDDLE"),("Reyes","F103_DECEASED_LAST"),("Female","F103_SEX"),("44","F103_AGE"),("Ospital ng Maynila","F103_PLACE_OF_DEATH"),("April 4, 2014","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Separated","F103_CIVIL_STATUS"),("Cervical Cancer","F103_CAUSE_IMMEDIATE"),("HPV Infection","F103_CAUSE_UNDERLYING")])}))

    t = ("Registry No.: 2025-033\nDC Date of Registration: February 20, 2025\nDECEASED (First): Antonio (Middle): Velarde (Last): Pascual\n2. SEX: Male\n4. AGE: 61\n5. PLACE OF DEATH: Manila Doctors Hospital\n6. DATE OF DEATH: February 14, 2025\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Engineer\nImmediate cause: Liver Cirrhosis\nAntecedent cause: Hepatitis B\nUnderlying cause: Alcoholic Liver Disease")
    examples.append((t, {"entities": make_entities(t, [("2025-033","F103_REGISTRY_NO"),("February 20, 2025","F103_DATE_OF_REGISTRATION"),("Antonio","F103_DECEASED_FIRST"),("Velarde","F103_DECEASED_MIDDLE"),("Pascual","F103_DECEASED_LAST"),("Male","F103_SEX"),("61","F103_AGE"),("Manila Doctors Hospital","F103_PLACE_OF_DEATH"),("February 14, 2025","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Liver Cirrhosis","F103_CAUSE_IMMEDIATE"),("Hepatitis B","F103_CAUSE_ANTECEDENT"),("Alcoholic Liver Disease","F103_CAUSE_UNDERLYING")])}))

    t = ("Registry No.: 2024-055\nDC Date of Registration: March 18, 2024\nDECEASED (First): Ricardo (Middle): Buenaventura (Last): Gomez\n2. SEX: Male\n4. AGE: 74\n5. PLACE OF DEATH: Caloocan City\n6. DATE OF DEATH: March 10, 2024\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\nImmediate cause: Hypertension")
    examples.append((t, {"entities": make_entities(t, [("2024-055","F103_REGISTRY_NO"),("March 18, 2024","F103_DATE_OF_REGISTRATION"),("Ricardo","F103_DECEASED_FIRST"),("Buenaventura","F103_DECEASED_MIDDLE"),("Gomez","F103_DECEASED_LAST"),("Male","F103_SEX"),("74","F103_AGE"),("Caloocan City","F103_PLACE_OF_DEATH"),("March 10, 2024","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Hypertension","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2022-188\nDC Date of Registration: July 30, 2022\nDECEASED (First): Rosalinda (Middle): Andres (Last): Peralta\n2. SEX: Female\n4. AGE: 68\n5. PLACE OF DEATH: Mandaluyong City\n6. DATE OF DEATH: July 21, 2022\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\n10. OCCUPATION: Housewife\nImmediate cause: Pulmonary Tuberculosis")
    examples.append((t, {"entities": make_entities(t, [("2022-188","F103_REGISTRY_NO"),("July 30, 2022","F103_DATE_OF_REGISTRATION"),("Rosalinda","F103_DECEASED_FIRST"),("Andres","F103_DECEASED_MIDDLE"),("Peralta","F103_DECEASED_LAST"),("Female","F103_SEX"),("68","F103_AGE"),("Mandaluyong City","F103_PLACE_OF_DEATH"),("July 21, 2022","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Pulmonary Tuberculosis","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2020-144\nDC Date of Registration: January 25, 2020\nDECEASED (First): Lorena (Middle): Valdez (Last): Soriano\n2. SEX: Female\n4. AGE: 38\n5. PLACE OF DEATH: Cardinal Santos Medical Center\n6. DATE OF DEATH: January 17, 2020\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\nImmediate cause: Eclampsia")
    examples.append((t, {"entities": make_entities(t, [("2020-144","F103_REGISTRY_NO"),("January 25, 2020","F103_DATE_OF_REGISTRATION"),("Lorena","F103_DECEASED_FIRST"),("Valdez","F103_DECEASED_MIDDLE"),("Soriano","F103_DECEASED_LAST"),("Female","F103_SEX"),("38","F103_AGE"),("Cardinal Santos Medical Center","F103_PLACE_OF_DEATH"),("January 17, 2020","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Eclampsia","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2021-222\nDC Date of Registration: August 18, 2021\nDECEASED (First): Felicidad (Middle): Ramos (Last): Lim\n2. SEX: Female\n4. AGE: 52\n5. PLACE OF DEATH: Dagupan City\n6. DATE OF DEATH: August 9, 2021\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Teacher\nImmediate cause: Septic Shock\nUnderlying cause: Urinary Tract Infection")
    examples.append((t, {"entities": make_entities(t, [("2021-222","F103_REGISTRY_NO"),("August 18, 2021","F103_DATE_OF_REGISTRATION"),("Felicidad","F103_DECEASED_FIRST"),("Ramos","F103_DECEASED_MIDDLE"),("Lim","F103_DECEASED_LAST"),("Female","F103_SEX"),("52","F103_AGE"),("Dagupan City","F103_PLACE_OF_DEATH"),("August 9, 2021","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Septic Shock","F103_CAUSE_IMMEDIATE"),("Urinary Tract Infection","F103_CAUSE_UNDERLYING")])}))

    t = ("Registry No.: 2022-044\nDC Date of Registration: December 20, 2022\nDECEASED (First): Norma (Middle): Espino (Last): Aquino\n2. SEX: Female\n4. AGE: 43\n5. PLACE OF DEATH: Baguio General Hospital\n6. DATE OF DEATH: December 12, 2022\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\nImmediate cause: Brain Tumor")
    examples.append((t, {"entities": make_entities(t, [("2022-044","F103_REGISTRY_NO"),("December 20, 2022","F103_DATE_OF_REGISTRATION"),("Norma","F103_DECEASED_FIRST"),("Espino","F103_DECEASED_MIDDLE"),("Aquino","F103_DECEASED_LAST"),("Female","F103_SEX"),("43","F103_AGE"),("Baguio General Hospital","F103_PLACE_OF_DEATH"),("December 12, 2022","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Brain Tumor","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2023-177\nDC Date of Registration: May 25, 2023\nDECEASED (First): Domingo (Middle): Padilla (Last): Cruz\n2. SEX: Male\n4. AGE: 66\n5. PLACE OF DEATH: Cagayan de Oro Medical Center\n6. DATE OF DEATH: May 15, 2023\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Driver\nImmediate cause: Acute Pancreatitis")
    examples.append((t, {"entities": make_entities(t, [("2023-177","F103_REGISTRY_NO"),("May 25, 2023","F103_DATE_OF_REGISTRATION"),("Domingo","F103_DECEASED_FIRST"),("Padilla","F103_DECEASED_MIDDLE"),("Cruz","F103_DECEASED_LAST"),("Male","F103_SEX"),("66","F103_AGE"),("Cagayan de Oro Medical Center","F103_PLACE_OF_DEATH"),("May 15, 2023","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Acute Pancreatitis","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2021-055\nDC Date of Registration: April 10, 2021\nDECEASED (First): Lucila (Middle): Santos (Last): Bautista\n2. SEX: Female\n4. AGE: 33\n5. PLACE OF DEATH: Davao Medical School Foundation\n6. DATE OF DEATH: April 1, 2021\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Single\nImmediate cause: Leukemia")
    examples.append((t, {"entities": make_entities(t, [("2021-055","F103_REGISTRY_NO"),("April 10, 2021","F103_DATE_OF_REGISTRATION"),("Lucila","F103_DECEASED_FIRST"),("Santos","F103_DECEASED_MIDDLE"),("Bautista","F103_DECEASED_LAST"),("Female","F103_SEX"),("33","F103_AGE"),("Davao Medical School Foundation","F103_PLACE_OF_DEATH"),("April 1, 2021","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Single","F103_CIVIL_STATUS"),("Leukemia","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2018-244\nDC Date of Registration: September 5, 2018\nDECEASED (First): Renato (Middle): Abad (Last): Torres\n2. SEX: Male\n4. AGE: 58\n5. PLACE OF DEATH: Bacolod City\n6. DATE OF DEATH: August 28, 2018\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Businessman\nImmediate cause: Hemorrhagic Stroke")
    examples.append((t, {"entities": make_entities(t, [("2018-244","F103_REGISTRY_NO"),("September 5, 2018","F103_DATE_OF_REGISTRATION"),("Renato","F103_DECEASED_FIRST"),("Abad","F103_DECEASED_MIDDLE"),("Torres","F103_DECEASED_LAST"),("Male","F103_SEX"),("58","F103_AGE"),("Bacolod City","F103_PLACE_OF_DEATH"),("August 28, 2018","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Hemorrhagic Stroke","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2024-222\nDC Date of Registration: October 22, 2024\nDECEASED (First): Gloria (Middle): Macapagal (Last): Cruz\n2. SEX: Female\n4. AGE: 76\n5. PLACE OF DEATH: Pasig City General Hospital\n6. DATE OF DEATH: October 14, 2024\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\nImmediate cause: Kidney Failure\nUnderlying cause: Hypertensive Nephropathy")
    examples.append((t, {"entities": make_entities(t, [("2024-222","F103_REGISTRY_NO"),("October 22, 2024","F103_DATE_OF_REGISTRATION"),("Gloria","F103_DECEASED_FIRST"),("Macapagal","F103_DECEASED_MIDDLE"),("Cruz","F103_DECEASED_LAST"),("Female","F103_SEX"),("76","F103_AGE"),("Pasig City General Hospital","F103_PLACE_OF_DEATH"),("October 14, 2024","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Kidney Failure","F103_CAUSE_IMMEDIATE"),("Hypertensive Nephropathy","F103_CAUSE_UNDERLYING")])}))

    t = ("Registry No.: 2023-099\nDC Date of Registration: March 30, 2023\nDECEASED (First): Milagros (Middle): Reyes (Last): Garcia\n2. SEX: Female\n4. AGE: 49\n5. PLACE OF DEATH: Lung Center of the Philippines\n6. DATE OF DEATH: March 25, 2023\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Nurse\nImmediate cause: Lung Cancer\nUnderlying cause: Chronic Smoking")
    examples.append((t, {"entities": make_entities(t, [("2023-099","F103_REGISTRY_NO"),("March 30, 2023","F103_DATE_OF_REGISTRATION"),("Milagros","F103_DECEASED_FIRST"),("Reyes","F103_DECEASED_MIDDLE"),("Garcia","F103_DECEASED_LAST"),("Female","F103_SEX"),("49","F103_AGE"),("Lung Center of the Philippines","F103_PLACE_OF_DEATH"),("March 25, 2023","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Lung Cancer","F103_CAUSE_IMMEDIATE"),("Chronic Smoking","F103_CAUSE_UNDERLYING")])}))

    t = ("Registry No.: 2024-155\nDC Date of Registration: July 15, 2024\nDECEASED (First): Wilfredo (Middle): Tolentino (Last): Medina\n2. SEX: Male\n4. AGE: 35\n5. PLACE OF DEATH: Rizal Medical Center\n6. DATE OF DEATH: July 7, 2024\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Single\nImmediate cause: Gunshot Wound")
    examples.append((t, {"entities": make_entities(t, [("2024-155","F103_REGISTRY_NO"),("July 15, 2024","F103_DATE_OF_REGISTRATION"),("Wilfredo","F103_DECEASED_FIRST"),("Tolentino","F103_DECEASED_MIDDLE"),("Medina","F103_DECEASED_LAST"),("Male","F103_SEX"),("35","F103_AGE"),("Rizal Medical Center","F103_PLACE_OF_DEATH"),("July 7, 2024","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Single","F103_CIVIL_STATUS"),("Gunshot Wound","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2019-088\nDC Date of Registration: July 8, 2019\nDECEASED (First): Melchor (Middle): Navarro (Last): Flores\n2. SEX: Male\n4. AGE: 88\n5. PLACE OF DEATH: Naga City\n6. DATE OF DEATH: June 30, 2019\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\nImmediate cause: Senility")
    examples.append((t, {"entities": make_entities(t, [("2019-088","F103_REGISTRY_NO"),("July 8, 2019","F103_DATE_OF_REGISTRATION"),("Melchor","F103_DECEASED_FIRST"),("Navarro","F103_DECEASED_MIDDLE"),("Flores","F103_DECEASED_LAST"),("Male","F103_SEX"),("88","F103_AGE"),("Naga City","F103_PLACE_OF_DEATH"),("June 30, 2019","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Senility","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2024-008\nDC Date of Registration: February 10, 2024\nDECEASED (First): Aurelio (Middle): dela Vega (Last): Santos\n2. SEX: Male\n4. AGE: 79\n5. PLACE OF DEATH: Iloilo City\n6. DATE OF DEATH: February 2, 2024\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\nImmediate cause: Congestive Heart Failure")
    examples.append((t, {"entities": make_entities(t, [("2024-008","F103_REGISTRY_NO"),("February 10, 2024","F103_DATE_OF_REGISTRATION"),("Aurelio","F103_DECEASED_FIRST"),("dela Vega","F103_DECEASED_MIDDLE"),("Santos","F103_DECEASED_LAST"),("Male","F103_SEX"),("79","F103_AGE"),("Iloilo City","F103_PLACE_OF_DEATH"),("February 2, 2024","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Congestive Heart Failure","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2022-066\nDC Date of Registration: June 12, 2022\nDECEASED (First): Teofilo (Middle): Mangubat (Last): Rojas\n2. SEX: Male\n4. AGE: 62\n5. PLACE OF DEATH: Palawan Provincial Hospital\n6. DATE OF DEATH: June 3, 2022\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\nImmediate cause: Drowning")
    examples.append((t, {"entities": make_entities(t, [("2022-066","F103_REGISTRY_NO"),("June 12, 2022","F103_DATE_OF_REGISTRATION"),("Teofilo","F103_DECEASED_FIRST"),("Mangubat","F103_DECEASED_MIDDLE"),("Rojas","F103_DECEASED_LAST"),("Male","F103_SEX"),("62","F103_AGE"),("Palawan Provincial Hospital","F103_PLACE_OF_DEATH"),("June 3, 2022","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Drowning","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2020-088\nDC Date of Registration: September 28, 2020\nDECEASED (First): Virginia (Middle): Mendez (Last): Reyes\n2. SEX: Female\n4. AGE: 85\n5. PLACE OF DEATH: Zamboanga City Medical Center\n6. DATE OF DEATH: September 19, 2020\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\nImmediate cause: Aspiration Pneumonia")
    examples.append((t, {"entities": make_entities(t, [("2020-088","F103_REGISTRY_NO"),("September 28, 2020","F103_DATE_OF_REGISTRATION"),("Virginia","F103_DECEASED_FIRST"),("Mendez","F103_DECEASED_MIDDLE"),("Reyes","F103_DECEASED_LAST"),("Female","F103_SEX"),("85","F103_AGE"),("Zamboanga City Medical Center","F103_PLACE_OF_DEATH"),("September 19, 2020","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Aspiration Pneumonia","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2015-066\nDC Date of Registration: June 10, 2015\nDECEASED (First): Conrado (Middle): Villanueva (Last): Padilla\n2. SEX: Male\n4. AGE: 59\n5. PLACE OF DEATH: Cabanatuan City\n6. DATE OF DEATH: June 1, 2015\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Security Guard\nImmediate cause: Aortic Aneurysm")
    examples.append((t, {"entities": make_entities(t, [("2015-066","F103_REGISTRY_NO"),("June 10, 2015","F103_DATE_OF_REGISTRATION"),("Conrado","F103_DECEASED_FIRST"),("Villanueva","F103_DECEASED_MIDDLE"),("Padilla","F103_DECEASED_LAST"),("Male","F103_SEX"),("59","F103_AGE"),("Cabanatuan City","F103_PLACE_OF_DEATH"),("June 1, 2015","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Aortic Aneurysm","F103_CAUSE_IMMEDIATE")])}))

    t = ("Registry No.: 2019-033\nDC Date of Registration: March 5, 2019\nDECEASED (First): Divina (Middle): Santos (Last): Evangelista\n2. SEX: Female\n4. AGE: 47\n5. PLACE OF DEATH: San Pablo City\n6. DATE OF DEATH: February 20, 2019\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\n10. OCCUPATION: Dressmaker\nImmediate cause: Colon Cancer\nUnderlying cause: Colorectal Adenocarcinoma")
    examples.append((t, {"entities": make_entities(t, [("2019-033","F103_REGISTRY_NO"),("March 5, 2019","F103_DATE_OF_REGISTRATION"),("Divina","F103_DECEASED_FIRST"),("Santos","F103_DECEASED_MIDDLE"),("Evangelista","F103_DECEASED_LAST"),("Female","F103_SEX"),("47","F103_AGE"),("San Pablo City","F103_PLACE_OF_DEATH"),("February 20, 2019","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Colon Cancer","F103_CAUSE_IMMEDIATE"),("Colorectal Adenocarcinoma","F103_CAUSE_UNDERLYING")])}))


    # Extra examples targeting rare labels: RELIGION, RESIDENCE, CAUSE_ANTECEDENT
    t = ('Registry No.: 2019-055\nDC Date of Registration: June 5, 2019\nDECEASED (First): Ricardo (Middle): Macaraeg (Last): Soriano\n2. SEX: Male\n3. RELIGION: Roman Catholic\n4. AGE: 78\n5. PLACE OF DEATH: Valenzuela City\n6. DATE OF DEATH: May 28, 2019\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: Valenzuela City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Farmer\nImmediate cause: Myocardial Infarction\nAntecedent cause: Hypertension\nUnderlying cause: Cardiovascular Disease')
    examples.append((t, {"entities": make_entities(t, [("2019-055","F103_REGISTRY_NO"),("June 5, 2019","F103_DATE_OF_REGISTRATION"),("Ricardo","F103_DECEASED_FIRST"),("Macaraeg","F103_DECEASED_MIDDLE"),("Soriano","F103_DECEASED_LAST"),("Male","F103_SEX"),("78","F103_AGE"),("Valenzuela City","F103_PLACE_OF_DEATH"),("May 28, 2019","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Myocardial Infarction","F103_CAUSE_IMMEDIATE"),("Hypertension","F103_CAUSE_ANTECEDENT"),("Cardiovascular Disease","F103_CAUSE_UNDERLYING")])}))

    t = ('Registry No.: 2021-200\nDC Date of Registration: April 2, 2021\nDECEASED (First): Soledad (Middle): Bautista (Last): Ignacio\n2. SEX: Female\n3. RELIGION: Iglesia ni Cristo\n4. AGE: 85\n5. PLACE OF DEATH: Caloocan City\n6. DATE OF DEATH: March 25, 2021\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: Caloocan City\n9. CIVIL STATUS: Widow\n10. OCCUPATION: Housewife\nImmediate cause: Pneumonia\nAntecedent cause: COPD\nUnderlying cause: Pulmonary Tuberculosis')
    examples.append((t, {"entities": make_entities(t, [("2021-200","F103_REGISTRY_NO"),("April 2, 2021","F103_DATE_OF_REGISTRATION"),("Soledad","F103_DECEASED_FIRST"),("Bautista","F103_DECEASED_MIDDLE"),("Ignacio","F103_DECEASED_LAST"),("Female","F103_SEX"),("85","F103_AGE"),("Caloocan City","F103_PLACE_OF_DEATH"),("March 25, 2021","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widow","F103_CIVIL_STATUS"),("Pneumonia","F103_CAUSE_IMMEDIATE"),("COPD","F103_CAUSE_ANTECEDENT"),("Pulmonary Tuberculosis","F103_CAUSE_UNDERLYING")])}))

    t = ('Registry No.: 2017-099\nDC Date of Registration: August 15, 2017\nDECEASED (First): Amado (Middle): Ferrer (Last): Pascual\n2. SEX: Male\n3. RELIGION: Aglipayan\n4. AGE: 72\n5. PLACE OF DEATH: Batangas City\n6. DATE OF DEATH: August 10, 2017\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: Batangas City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Driver\nImmediate cause: Cerebrovascular Accident\nAntecedent cause: Atrial Fibrillation\nUnderlying cause: Hypertensive Heart Disease')
    examples.append((t, {"entities": make_entities(t, [("2017-099","F103_REGISTRY_NO"),("August 15, 2017","F103_DATE_OF_REGISTRATION"),("Amado","F103_DECEASED_FIRST"),("Ferrer","F103_DECEASED_MIDDLE"),("Pascual","F103_DECEASED_LAST"),("Male","F103_SEX"),("72","F103_AGE"),("Batangas City","F103_PLACE_OF_DEATH"),("August 10, 2017","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Cerebrovascular Accident","F103_CAUSE_IMMEDIATE"),("Atrial Fibrillation","F103_CAUSE_ANTECEDENT"),("Hypertensive Heart Disease","F103_CAUSE_UNDERLYING")])}))

    t = ('Registry No.: 2023-007\nDC Date of Registration: January 20, 2023\nDECEASED (First): Ligaya (Middle): Hernandez (Last): Ramos\n2. SEX: Female\n3. RELIGION: Born Again Christian\n4. AGE: 61\n5. PLACE OF DEATH: Marikina City\n6. DATE OF DEATH: January 14, 2023\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: Marikina City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Teacher\nImmediate cause: Sepsis\nAntecedent cause: Urinary Tract Infection\nUnderlying cause: Diabetes Mellitus Type 2')
    examples.append((t, {"entities": make_entities(t, [("2023-007","F103_REGISTRY_NO"),("January 20, 2023","F103_DATE_OF_REGISTRATION"),("Ligaya","F103_DECEASED_FIRST"),("Hernandez","F103_DECEASED_MIDDLE"),("Ramos","F103_DECEASED_LAST"),("Female","F103_SEX"),("61","F103_AGE"),("Marikina City","F103_PLACE_OF_DEATH"),("January 14, 2023","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Sepsis","F103_CAUSE_IMMEDIATE"),("Urinary Tract Infection","F103_CAUSE_ANTECEDENT"),("Diabetes Mellitus Type 2","F103_CAUSE_UNDERLYING")])}))

    t = ('Registry No.: 2016-188\nDC Date of Registration: September 3, 2016\nDECEASED (First): Domingo (Middle): Villafuerte (Last): Ocampo\n2. SEX: Male\n3. RELIGION: Roman Catholic\n4. AGE: 69\n5. PLACE OF DEATH: Naga City\n6. DATE OF DEATH: August 30, 2016\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: Naga City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Vendor\nImmediate cause: Liver Failure\nAntecedent cause: Hepatitis B\nUnderlying cause: Liver Cirrhosis')
    examples.append((t, {"entities": make_entities(t, [("2016-188","F103_REGISTRY_NO"),("September 3, 2016","F103_DATE_OF_REGISTRATION"),("Domingo","F103_DECEASED_FIRST"),("Villafuerte","F103_DECEASED_MIDDLE"),("Ocampo","F103_DECEASED_LAST"),("Male","F103_SEX"),("69","F103_AGE"),("Naga City","F103_PLACE_OF_DEATH"),("August 30, 2016","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Liver Failure","F103_CAUSE_IMMEDIATE"),("Hepatitis B","F103_CAUSE_ANTECEDENT"),("Liver Cirrhosis","F103_CAUSE_UNDERLYING")])}))


    # Extra examples targeting F103_RESIDENCE with DECEASED RESIDENCE: context
    t = "Registry No.: 2021-155\nDC Date of Registration: April 12, 2021\nDECEASED (First): Rodrigo (Middle): Santos (Last): Dela Cruz\n2. SEX: Male\n3. RELIGION: Roman Catholic\n4. AGE: 65\n5. PLACE OF DEATH: Lung Center of the Philippines\n6. DATE OF DEATH: April 5, 2021\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 22 Katipunan Ave, Quezon City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Farmer\nImmediate cause: Pneumonia\nAntecedent cause: Pulmonary Tuberculosis\nUnderlying cause: Malnutrition"
    examples.append((t, {"entities": make_entities(t, [("2021-155","F103_REGISTRY_NO"),("April 12, 2021","F103_DATE_OF_REGISTRATION"),("Rodrigo","F103_DECEASED_FIRST"),("Santos","F103_DECEASED_MIDDLE"),("Dela Cruz","F103_DECEASED_LAST"),("Male","F103_SEX"),("65","F103_AGE"),("Lung Center of the Philippines","F103_PLACE_OF_DEATH"),("April 5, 2021","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Pneumonia","F103_CAUSE_IMMEDIATE"),("Pulmonary Tuberculosis","F103_CAUSE_ANTECEDENT"),("Malnutrition","F103_CAUSE_UNDERLYING")])}))

    t = "Registry No.: 2019-088\nDC Date of Registration: June 20, 2019\nDECEASED (First): Erlinda (Middle): Cruz (Last): Villanueva\n2. SEX: Female\n3. RELIGION: Aglipayan\n4. AGE: 78\n5. PLACE OF DEATH: St. Luke's Medical Center\n6. DATE OF DEATH: June 15, 2019\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 45 Mabini St, Pasay City\n9. CIVIL STATUS: Widowed\n10. OCCUPATION: Housewife\nImmediate cause: Cardiac Arrest\nAntecedent cause: Hypertensive Heart Disease\nUnderlying cause: Hypertension"
    examples.append((t, {"entities": make_entities(t, [("2019-088","F103_REGISTRY_NO"),("June 20, 2019","F103_DATE_OF_REGISTRATION"),("Erlinda","F103_DECEASED_FIRST"),("Cruz","F103_DECEASED_MIDDLE"),("Villanueva","F103_DECEASED_LAST"),("Female","F103_SEX"),("78","F103_AGE"),("St. Luke's Medical Center","F103_PLACE_OF_DEATH"),("June 15, 2019","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Cardiac Arrest","F103_CAUSE_IMMEDIATE"),("Hypertensive Heart Disease","F103_CAUSE_ANTECEDENT"),("Hypertension","F103_CAUSE_UNDERLYING")])}))

    t = "Registry No.: 2022-210\nDC Date of Registration: September 8, 2022\nDECEASED (First): Danilo (Middle): Reyes (Last): Garcia\n2. SEX: Male\n3. RELIGION: Iglesia ni Cristo\n4. AGE: 55\n5. PLACE OF DEATH: Jose Reyes Memorial Medical Center\n6. DATE OF DEATH: September 1, 2022\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 78 P. Burgos St, Caloocan City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Driver\nImmediate cause: Septicemia\nAntecedent cause: Urinary Tract Infection\nUnderlying cause: Prostate Cancer"
    examples.append((t, {"entities": make_entities(t, [("2022-210","F103_REGISTRY_NO"),("September 8, 2022","F103_DATE_OF_REGISTRATION"),("Danilo","F103_DECEASED_FIRST"),("Reyes","F103_DECEASED_MIDDLE"),("Garcia","F103_DECEASED_LAST"),("Male","F103_SEX"),("55","F103_AGE"),("Jose Reyes Memorial Medical Center","F103_PLACE_OF_DEATH"),("September 1, 2022","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Septicemia","F103_CAUSE_IMMEDIATE"),("Urinary Tract Infection","F103_CAUSE_ANTECEDENT"),("Prostate Cancer","F103_CAUSE_UNDERLYING")])}))

    t = "Registry No.: 2020-175\nDC Date of Registration: November 3, 2020\nDECEASED (First): Corazon (Middle): Lim (Last): Navarro\n2. SEX: Female\n3. RELIGION: Born Again Christian\n4. AGE: 83\n5. PLACE OF DEATH: Makati Medical Center\n6. DATE OF DEATH: October 28, 2020\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 12 Ayala Ave, Makati City\n9. CIVIL STATUS: Widowed\n10. OCCUPATION: Retired\nImmediate cause: Multi-Organ Failure\nAntecedent cause: Sepsis\nUnderlying cause: Colon Cancer"
    examples.append((t, {"entities": make_entities(t, [("2020-175","F103_REGISTRY_NO"),("November 3, 2020","F103_DATE_OF_REGISTRATION"),("Corazon","F103_DECEASED_FIRST"),("Lim","F103_DECEASED_MIDDLE"),("Navarro","F103_DECEASED_LAST"),("Female","F103_SEX"),("83","F103_AGE"),("Makati Medical Center","F103_PLACE_OF_DEATH"),("October 28, 2020","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Multi-Organ Failure","F103_CAUSE_IMMEDIATE"),("Sepsis","F103_CAUSE_ANTECEDENT"),("Colon Cancer","F103_CAUSE_UNDERLYING")])}))


    # Extra targeted F103_RESIDENCE examples
    t = "Registry No.: 2017-044\nDC Date of Registration: March 5, 2017\nDECEASED (First): Aurelio (Middle): Bautista (Last): Mendez\n2. SEX: Male\n3. RELIGION: Roman Catholic\n4. AGE: 72\n5. PLACE OF DEATH: Ospital ng Maynila\n6. DATE OF DEATH: February 28, 2017\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 55 Taft Ave, Manila\n9. CIVIL STATUS: Widowed\n10. OCCUPATION: Retired\nImmediate cause: Stroke\nAntecedent cause: Atrial Fibrillation\nUnderlying cause: Hypertension"
    examples.append((t, {"entities": make_entities(t, [("2017-044","F103_REGISTRY_NO"),("March 5, 2017","F103_DATE_OF_REGISTRATION"),("Aurelio","F103_DECEASED_FIRST"),("Bautista","F103_DECEASED_MIDDLE"),("Mendez","F103_DECEASED_LAST"),("Male","F103_SEX"),("72","F103_AGE"),("Ospital ng Maynila","F103_PLACE_OF_DEATH"),("February 28, 2017","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Stroke","F103_CAUSE_IMMEDIATE"),("Atrial Fibrillation","F103_CAUSE_ANTECEDENT"),("Hypertension","F103_CAUSE_UNDERLYING")])}))

    t = "Registry No.: 2016-322\nDC Date of Registration: July 15, 2016\nDECEASED (First): Remedios (Middle): Santos (Last): Flores\n2. SEX: Female\n3. RELIGION: Iglesia ni Cristo\n4. AGE: 60\n5. PLACE OF DEATH: East Avenue Medical Center\n6. DATE OF DEATH: July 10, 2016\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 33 Kamias Rd, Quezon City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Teacher\nImmediate cause: Respiratory Failure\nAntecedent cause: Pneumonia\nUnderlying cause: Lung Cancer"
    examples.append((t, {"entities": make_entities(t, [("2016-322","F103_REGISTRY_NO"),("July 15, 2016","F103_DATE_OF_REGISTRATION"),("Remedios","F103_DECEASED_FIRST"),("Santos","F103_DECEASED_MIDDLE"),("Flores","F103_DECEASED_LAST"),("Female","F103_SEX"),("60","F103_AGE"),("East Avenue Medical Center","F103_PLACE_OF_DEATH"),("July 10, 2016","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Respiratory Failure","F103_CAUSE_IMMEDIATE"),("Pneumonia","F103_CAUSE_ANTECEDENT"),("Lung Cancer","F103_CAUSE_UNDERLYING")])}))

    t = "Registry No.: 2018-501\nDC Date of Registration: December 20, 2018\nDECEASED (First): Vicente (Middle): Cruz (Last): Abad\n2. SEX: Male\n3. RELIGION: Aglipayan\n4. AGE: 68\n5. PLACE OF DEATH: V. Luna Medical Center\n6. DATE OF DEATH: December 15, 2018\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 11 Quirino Ave, Paranaque City\n9. CIVIL STATUS: Married\n10. OCCUPATION: Engineer\nImmediate cause: Acute MI\nAntecedent cause: Coronary Artery Disease\nUnderlying cause: Diabetes Mellitus"
    examples.append((t, {"entities": make_entities(t, [("2018-501","F103_REGISTRY_NO"),("December 20, 2018","F103_DATE_OF_REGISTRATION"),("Vicente","F103_DECEASED_FIRST"),("Cruz","F103_DECEASED_MIDDLE"),("Abad","F103_DECEASED_LAST"),("Male","F103_SEX"),("68","F103_AGE"),("V. Luna Medical Center","F103_PLACE_OF_DEATH"),("December 15, 2018","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Acute MI","F103_CAUSE_IMMEDIATE"),("Coronary Artery Disease","F103_CAUSE_ANTECEDENT"),("Diabetes Mellitus","F103_CAUSE_UNDERLYING")])}))

    t = "Registry No.: 2015-188\nDC Date of Registration: August 10, 2015\nDECEASED (First): Perla (Middle): Ramos (Last): Gonzales\n2. SEX: Female\n3. RELIGION: Born Again Christian\n4. AGE: 55\n5. PLACE OF DEATH: Philippine General Hospital\n6. DATE OF DEATH: August 5, 2015\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 88 España Blvd, Sampaloc Manila\n9. CIVIL STATUS: Single\n10. OCCUPATION: Nurse\nImmediate cause: Hemorrhagic Stroke\nAntecedent cause: Hypertensive Emergency\nUnderlying cause: Hypertension"
    examples.append((t, {"entities": make_entities(t, [("2015-188","F103_REGISTRY_NO"),("August 10, 2015","F103_DATE_OF_REGISTRATION"),("Perla","F103_DECEASED_FIRST"),("Ramos","F103_DECEASED_MIDDLE"),("Gonzales","F103_DECEASED_LAST"),("Female","F103_SEX"),("55","F103_AGE"),("Philippine General Hospital","F103_PLACE_OF_DEATH"),("August 5, 2015","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Single","F103_CIVIL_STATUS"),("Hemorrhagic Stroke","F103_CAUSE_IMMEDIATE"),("Hypertensive Emergency","F103_CAUSE_ANTECEDENT"),("Hypertension","F103_CAUSE_UNDERLYING")])}))

    t = "Registry No.: 2023-709\nDC Date of Registration: October 2, 2023\nDECEASED (First): Nestor (Middle): Villanueva (Last): Torres\n2. SEX: Male\n3. RELIGION: Roman Catholic\n4. AGE: 81\n5. PLACE OF DEATH: National Kidney Institute\n6. DATE OF DEATH: September 28, 2023\n7. CITIZENSHIP: Filipino\nDECEASED RESIDENCE: 19 Morayta St, Binondo Manila\n9. CIVIL STATUS: Widowed\n10. OCCUPATION: Retired\nImmediate cause: Renal Failure\nAntecedent cause: Chronic Kidney Disease Stage 5\nUnderlying cause: Hypertension"
    examples.append((t, {"entities": make_entities(t, [("2023-709","F103_REGISTRY_NO"),("October 2, 2023","F103_DATE_OF_REGISTRATION"),("Nestor","F103_DECEASED_FIRST"),("Villanueva","F103_DECEASED_MIDDLE"),("Torres","F103_DECEASED_LAST"),("Male","F103_SEX"),("81","F103_AGE"),("National Kidney Institute","F103_PLACE_OF_DEATH"),("September 28, 2023","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Renal Failure","F103_CAUSE_IMMEDIATE"),("Chronic Kidney Disease Stage 5","F103_CAUSE_ANTECEDENT"),("Hypertension","F103_CAUSE_UNDERLYING")])}))

    return examples


# ============================================================
# FORM 97 -> FORM 3A (MARRIAGE CERTIFICATE)
# Labels: REGISTRY_NO, DATE_OF_REGISTRATION,
#         HUSBAND_FIRST, HUSBAND_MIDDLE, HUSBAND_LAST,
#         HUSBAND_AGE, HUSBAND_CITIZENSHIP,
#         HUSBAND_FATHER_FIRST, HUSBAND_FATHER_LAST,
#         HUSBAND_MOTHER_FIRST, HUSBAND_MOTHER_LAST,
#         WIFE_FIRST, WIFE_MIDDLE, WIFE_LAST,
#         WIFE_AGE, WIFE_CITIZENSHIP,
#         WIFE_FATHER_FIRST, WIFE_FATHER_LAST,
#         WIFE_MOTHER_FIRST, WIFE_MOTHER_LAST,
#         DATE_OF_MARRIAGE, PLACE_OF_MARRIAGE,
#         DATE_OF_REGISTRATION
# ============================================================

def form97_examples():
    examples = []

    t = ("Registry No.: 2022-MC-055\nMC Date of Registration: February 20, 2022\nHusband (First): Jose\nHusband (Middle): Cruz\nHusband (Last): Ramos\nHusband AGE: 28\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Ernesto (Last): Ramos\nHusband NAME OF MOTHER (First): Lourdes (Last): Cruz\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Elena\nWife (Middle): Bautista\nWife (Last): Torres\nWife AGE: 25\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Antonio (Last): Torres\nWife NAME OF MOTHER (First): Carmen (Last): Bautista\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: February 14, 2022\nPLACE OF MARRIAGE: Makati City Hall")
    examples.append((t, {"entities": make_entities(t, [(("2022-MC-055","F97_REGISTRY_NO")),("February 20, 2022","F97_DATE_OF_REGISTRATION"),("Jose","F97_HUSBAND_FIRST"),("Cruz","F97_HUSBAND_MIDDLE"),("Ramos","F97_HUSBAND_LAST"),("28","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Ernesto","F97_HUSBAND_FATHER_FIRST"),("Ramos","F97_HUSBAND_FATHER_LAST"),("Lourdes","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Cruz","F97_HUSBAND_MOTHER_LAST"),("Elena","F97_WIFE_FIRST"),("Bautista","F97_WIFE_MIDDLE"),("Torres","F97_WIFE_LAST"),("25","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Antonio","F97_WIFE_FATHER_FIRST"),("Torres","F97_WIFE_FATHER_LAST"),("Carmen","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Bautista","F97_WIFE_MOTHER_LAST"),("February 14, 2022","F97_DATE_OF_MARRIAGE"),("Makati City Hall","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2021-MC-188\nMC Date of Registration: December 20, 2021\nHusband (First): Miguel\nHusband (Middle): Santos\nHusband (Last): dela Cruz\nHusband AGE: 31\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Roberto (Last): dela Cruz\nHusband NAME OF MOTHER (First): Nelia (Last): Santos\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Sofia\nWife (Middle): Tan\nWife (Last): Lim\nWife AGE: 28\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): William (Last): Lim\nWife NAME OF MOTHER (First): Shirley (Last): Tan\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: December 12, 2021\nPLACE OF MARRIAGE: Taguig City")
    examples.append((t, {"entities": make_entities(t, [(("2021-MC-188","F97_REGISTRY_NO")),("December 20, 2021","F97_DATE_OF_REGISTRATION"),("Miguel","F97_HUSBAND_FIRST"),("Santos","F97_HUSBAND_MIDDLE"),("dela Cruz","F97_HUSBAND_LAST"),("31","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Roberto","F97_HUSBAND_FATHER_FIRST"),("dela Cruz","F97_HUSBAND_FATHER_LAST"),("Nelia","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Santos","F97_HUSBAND_MOTHER_LAST"),("Sofia","F97_WIFE_FIRST"),("Tan","F97_WIFE_MIDDLE"),("Lim","F97_WIFE_LAST"),("28","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("William","F97_WIFE_FATHER_FIRST"),("Lim","F97_WIFE_FATHER_LAST"),("Shirley","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Tan","F97_WIFE_MOTHER_LAST"),("December 12, 2021","F97_DATE_OF_MARRIAGE"),("Taguig City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2019-MC-199\nMC Date of Registration: October 12, 2019\nHusband (First): Ricardo (Middle): dela Torre (Last): Magsaysay\nHusband AGE: 35\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Alfredo (Last): Magsaysay\nHusband NAME OF MOTHER (First): Florencia (Last): dela\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino Torre\nWife (First): Consuelo\nWife (Middle): Reyes\nWife (Last): Pascual\nWife AGE: 30\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Rodrigo (Last): Pascual\nWife NAME OF MOTHER (First): Susana (Last): Reyes\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: October 4, 2019\nPLACE OF MARRIAGE: Quezon City")
    examples.append((t, {"entities": make_entities(t, [(("2019-MC-199","F97_REGISTRY_NO")),("October 12, 2019","F97_DATE_OF_REGISTRATION"),("Ricardo","F97_HUSBAND_FIRST"),("dela Torre","F97_HUSBAND_MIDDLE"),("Magsaysay","F97_HUSBAND_LAST"),("35","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Alfredo","F97_HUSBAND_FATHER_FIRST"),("Magsaysay","F97_HUSBAND_FATHER_LAST"),("Florencia","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Consuelo","F97_WIFE_FIRST"),("Reyes","F97_WIFE_MIDDLE"),("Pascual","F97_WIFE_LAST"),("30","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Rodrigo","F97_WIFE_FATHER_FIRST"),("Pascual","F97_WIFE_FATHER_LAST"),("Susana","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Reyes","F97_WIFE_MOTHER_LAST"),("October 4, 2019","F97_DATE_OF_MARRIAGE"),("Quezon City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2010-MC-077\nMC Date of Registration: March 22, 2010\nHUSBAND NAME (First): Albert (Middle): Garcia (Last): Santos\nHUSBAND AGE: 40\nHUSBAND CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHUSBAND RELIGION: Roman Catholic\nHUSBAND NAME OF FATHER (First): Domingo (Last): Santos\nHUSBAND NAME OF MOTHER (First): Caridad (Last): Garcia\nWIFE NAME (First): Rowena (Middle): Alvarez (Last): Reyes\nWIFE AGE: 36\nWIFE CITIZENSHIP: Filipino\nHusband Civil Status: Single\nWIFE RELIGION: Roman Catholic\nWIFE NAME OF FATHER (First): Cesar (Last): Reyes\nWIFE NAME OF MOTHER (First): Natividad (Last): Alvarez\nDATE OF MARRIAGE: March 14, 2010\nPLACE OF MARRIAGE: Victory Christian Center, Pasig")
    examples.append((t, {"entities": make_entities(t, [(("2010-MC-077","F97_REGISTRY_NO")),("March 22, 2010","F97_DATE_OF_REGISTRATION"),("Albert","F97_HUSBAND_FIRST"),("Garcia","F97_HUSBAND_MIDDLE"),("Santos","F97_HUSBAND_LAST"),("40","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Domingo","F97_HUSBAND_FATHER_FIRST"),("Santos","F97_HUSBAND_FATHER_LAST"),("Caridad","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Garcia","F97_HUSBAND_MOTHER_LAST"),("Rowena","F97_WIFE_FIRST"),("Alvarez","F97_WIFE_MIDDLE"),("Reyes","F97_WIFE_LAST"),("36","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Cesar","F97_WIFE_FATHER_FIRST"),("Reyes","F97_WIFE_FATHER_LAST"),("Natividad","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Alvarez","F97_WIFE_MOTHER_LAST"),("March 14, 2010","F97_DATE_OF_MARRIAGE"),("Victory Christian Center, Pasig","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2023-MC-144\nMC Date of Registration: July 1, 2023\nHusband (First): Patrick\nHusband (Middle): Sy\nHusband (Last): Chua\nHusband AGE: 33\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Henry (Last): Chua\nHusband NAME OF MOTHER (First): Linda (Last): Sy\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Christine\nWife (Middle): Lim\nWife (Last): Go\nWife AGE: 29\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): George (Last): Go\nWife NAME OF MOTHER (First): Susan (Last): Lim\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: July 7, 2023\nPLACE OF MARRIAGE: Binondo Church, Manila")
    examples.append((t, {"entities": make_entities(t, [(("2023-MC-144","F97_REGISTRY_NO")),("July 1, 2023","F97_DATE_OF_REGISTRATION"),("Patrick","F97_HUSBAND_FIRST"),("Sy","F97_HUSBAND_MIDDLE"),("Chua","F97_HUSBAND_LAST"),("33","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Henry","F97_HUSBAND_FATHER_FIRST"),("Chua","F97_HUSBAND_FATHER_LAST"),("Linda","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Sy","F97_HUSBAND_MOTHER_LAST"),("Christine","F97_WIFE_FIRST"),("Lim","F97_WIFE_MIDDLE"),("Go","F97_WIFE_LAST"),("29","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("George","F97_WIFE_FATHER_FIRST"),("Go","F97_WIFE_FATHER_LAST"),("Susan","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Lim","F97_WIFE_MOTHER_LAST"),("July 7, 2023","F97_DATE_OF_MARRIAGE"),("Binondo Church, Manila","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2018-MC-099\nMC Date of Registration: May 15, 2018\nHusband (First): Danilo\nHusband (Middle): Reyes\nHusband (Last): Flores\nHusband AGE: 22\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Renato (Last): Flores\nHusband NAME OF MOTHER (First): Marieta (Last): Reyes\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Marianne\nWife (Middle): Santos\nWife (Last): Cruz\nWife AGE: 21\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Roberto (Last): Cruz\nWife NAME OF MOTHER (First): Elvira (Last): Santos\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: May 5, 2018\nPLACE OF MARRIAGE: San Agustin Church, Intramuros")
    examples.append((t, {"entities": make_entities(t, [(("2018-MC-099","F97_REGISTRY_NO")),("May 15, 2018","F97_DATE_OF_REGISTRATION"),("Danilo","F97_HUSBAND_FIRST"),("Reyes","F97_HUSBAND_MIDDLE"),("Flores","F97_HUSBAND_LAST"),("22","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Renato","F97_HUSBAND_FATHER_FIRST"),("Flores","F97_HUSBAND_FATHER_LAST"),("Marieta","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Reyes","F97_HUSBAND_MOTHER_LAST"),("Marianne","F97_WIFE_FIRST"),("Santos","F97_WIFE_MIDDLE"),("Cruz","F97_WIFE_LAST"),("21","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Roberto","F97_WIFE_FATHER_FIRST"),("Cruz","F97_WIFE_FATHER_LAST"),("Elvira","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Santos","F97_WIFE_MOTHER_LAST"),("May 5, 2018","F97_DATE_OF_MARRIAGE"),("San Agustin Church, Intramuros","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2009-MC-188\nMC Date of Registration: September 18, 2009\nHusband (First): Leonardo\nHusband (Middle): Aquino\nHusband (Last): Delos Reyes\nHusband AGE: 45\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Cesar (Last): Delos Reyes\nHusband NAME OF MOTHER (First): Rosario (Last): Aquino\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Angelica\nWife (Middle): Pascual\nWife (Last): Mendoza\nWife AGE: 42\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Fernando (Last): Mendoza\nWife NAME OF MOTHER (First): Gloria (Last): Pascual\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: September 9, 2009\nPLACE OF MARRIAGE: Barasoain Church, Malolos")
    examples.append((t, {"entities": make_entities(t, [(("2009-MC-188","F97_REGISTRY_NO")),("September 18, 2009","F97_DATE_OF_REGISTRATION"),("Leonardo","F97_HUSBAND_FIRST"),("Aquino","F97_HUSBAND_MIDDLE"),("Delos Reyes","F97_HUSBAND_LAST"),("45","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Cesar","F97_HUSBAND_FATHER_FIRST"),("Delos Reyes","F97_HUSBAND_FATHER_LAST"),("Rosario","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Aquino","F97_HUSBAND_MOTHER_LAST"),("Angelica","F97_WIFE_FIRST"),("Pascual","F97_WIFE_MIDDLE"),("Mendoza","F97_WIFE_LAST"),("42","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Fernando","F97_WIFE_FATHER_FIRST"),("Mendoza","F97_WIFE_FATHER_LAST"),("Gloria","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Pascual","F97_WIFE_MOTHER_LAST"),("September 9, 2009","F97_DATE_OF_MARRIAGE"),("Barasoain Church, Malolos","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2015-MC-244\nMC Date of Registration: December 10, 2015\nHusband (First): Ramon (Middle): dela Cruz (Last): Villanueva\nHusband AGE: 38\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Nestor (Last): Villanueva\nHusband NAME OF MOTHER (First): Corazon (Last): dela\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino Cruz\nWife (First): Lourdes\nWife (Middle): Garcia\nWife (Last): Aquino\nWife AGE: 35\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Alfredo (Last): Aquino\nWife NAME OF MOTHER (First): Teodora (Last): Garcia\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: November 30, 2015\nPLACE OF MARRIAGE: Our Lady of Penaranda, Manila")
    examples.append((t, {"entities": make_entities(t, [(("2015-MC-244","F97_REGISTRY_NO")),("December 10, 2015","F97_DATE_OF_REGISTRATION"),("Ramon","F97_HUSBAND_FIRST"),("dela Cruz","F97_HUSBAND_MIDDLE"),("Villanueva","F97_HUSBAND_LAST"),("38","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Nestor","F97_HUSBAND_FATHER_FIRST"),("Villanueva","F97_HUSBAND_FATHER_LAST"),("Corazon","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Lourdes","F97_WIFE_FIRST"),("Garcia","F97_WIFE_MIDDLE"),("Aquino","F97_WIFE_LAST"),("35","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Alfredo","F97_WIFE_FATHER_FIRST"),("Aquino","F97_WIFE_FATHER_LAST"),("Teodora","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Garcia","F97_WIFE_MOTHER_LAST"),("November 30, 2015","F97_DATE_OF_MARRIAGE"),("Our Lady of Penaranda, Manila","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2023-MC-055\nMC Date of Registration: July 1, 2023\nHusband (First): Marco\nHusband (Middle): Villanueva\nHusband (Last): Concepcion\nHusband AGE: 26\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Victor (Last): Concepcion\nHusband NAME OF MOTHER (First): Lilia (Last): Villanueva\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Patricia\nWife (Middle): Guevara\nWife (Last): Luna\nWife AGE: 24\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Mario (Last): Luna\nWife NAME OF MOTHER (First): Felisa (Last): Guevara\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: June 21, 2023\nPLACE OF MARRIAGE: Iloilo City Hall")
    examples.append((t, {"entities": make_entities(t, [(("2023-MC-055","F97_REGISTRY_NO")),("July 1, 2023","F97_DATE_OF_REGISTRATION"),("Marco","F97_HUSBAND_FIRST"),("Villanueva","F97_HUSBAND_MIDDLE"),("Concepcion","F97_HUSBAND_LAST"),("26","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Victor","F97_HUSBAND_FATHER_FIRST"),("Concepcion","F97_HUSBAND_FATHER_LAST"),("Lilia","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Villanueva","F97_HUSBAND_MOTHER_LAST"),("Patricia","F97_WIFE_FIRST"),("Guevara","F97_WIFE_MIDDLE"),("Luna","F97_WIFE_LAST"),("24","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Mario","F97_WIFE_FATHER_FIRST"),("Luna","F97_WIFE_FATHER_LAST"),("Felisa","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Guevara","F97_WIFE_MOTHER_LAST"),("June 21, 2023","F97_DATE_OF_MARRIAGE"),("Iloilo City Hall","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2020-MC-011\nMC Date of Registration: January 15, 2020\nHusband (First): Bryan\nHusband (Middle): Santos\nHusband (Last): Ocampo\nHusband AGE: 32\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Eduardo (Last): Ocampo\nHusband NAME OF MOTHER (First): Maricel (Last): Santos\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Katrina (Middle): dela Cruz (Last): Reyes\nWife AGE: 29\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Domingo (Last): Reyes\nWife NAME OF MOTHER (First): Conchita (Last): dela\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino Cruz\nDATE OF MARRIAGE: January 5, 2020\nPLACE OF MARRIAGE: Immaculate Conception Parish, Cubao")
    examples.append((t, {"entities": make_entities(t, [(("2020-MC-011","F97_REGISTRY_NO")),("January 15, 2020","F97_DATE_OF_REGISTRATION"),("Bryan","F97_HUSBAND_FIRST"),("Santos","F97_HUSBAND_MIDDLE"),("Ocampo","F97_HUSBAND_LAST"),("32","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Eduardo","F97_HUSBAND_FATHER_FIRST"),("Ocampo","F97_HUSBAND_FATHER_LAST"),("Maricel","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Santos","F97_HUSBAND_MOTHER_LAST"),("Katrina","F97_WIFE_FIRST"),("dela Cruz","F97_WIFE_MIDDLE"),("Reyes","F97_WIFE_LAST"),("29","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Domingo","F97_WIFE_FATHER_FIRST"),("Reyes","F97_WIFE_FATHER_LAST"),("Conchita","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Reyes","F97_WIFE_MOTHER_LAST"),("January 5, 2020","F97_DATE_OF_MARRIAGE"),("Immaculate Conception Parish, Cubao","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2024-MC-033\nMC Date of Registration: June 25, 2024\nHusband (First): Francis\nHusband (Middle): Mendoza\nHusband (Last): Lopez\nHusband AGE: 24\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Armando (Last): Lopez\nHusband NAME OF MOTHER (First): Teresita (Last): Mendoza\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Karen\nWife (Middle): Bautista\nWife (Last): Cruz\nWife AGE: 22\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Eduardo (Last): Cruz\nWife NAME OF MOTHER (First): Lourdes (Last): Bautista\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: June 15, 2024\nPLACE OF MARRIAGE: Shrine of Saint Anne, Pampanga")
    examples.append((t, {"entities": make_entities(t, [(("2024-MC-033","F97_REGISTRY_NO")),("June 25, 2024","F97_DATE_OF_REGISTRATION"),("Francis","F97_HUSBAND_FIRST"),("Mendoza","F97_HUSBAND_MIDDLE"),("Lopez","F97_HUSBAND_LAST"),("24","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Armando","F97_HUSBAND_FATHER_FIRST"),("Lopez","F97_HUSBAND_FATHER_LAST"),("Teresita","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Mendoza","F97_HUSBAND_MOTHER_LAST"),("Karen","F97_WIFE_FIRST"),("Bautista","F97_WIFE_MIDDLE"),("Cruz","F97_WIFE_LAST"),("22","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Eduardo","F97_WIFE_FATHER_FIRST"),("Cruz","F97_WIFE_FATHER_LAST"),("Lourdes","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Bautista","F97_WIFE_MOTHER_LAST"),("June 15, 2024","F97_DATE_OF_MARRIAGE"),("Shrine of Saint Anne, Pampanga","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2022-MC-099\nMC Date of Registration: October 20, 2022\nHusband (First): Dennis\nHusband (Middle): Aguilar\nHusband (Last): Dela Cruz\nHusband AGE: 29\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Reynaldo (Last): Dela Cruz\nHusband NAME OF MOTHER (First): Violeta (Last): Aguilar\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Sheena\nWife (Middle): Ramos\nWife (Last): Flores\nWife AGE: 26\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Alfredo (Last): Flores\nWife NAME OF MOTHER (First): Cynthia (Last): Ramos\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: October 10, 2022\nPLACE OF MARRIAGE: Batangas City Hall")
    examples.append((t, {"entities": make_entities(t, [(("2022-MC-099","F97_REGISTRY_NO")),("October 20, 2022","F97_DATE_OF_REGISTRATION"),("Dennis","F97_HUSBAND_FIRST"),("Aguilar","F97_HUSBAND_MIDDLE"),("Dela Cruz","F97_HUSBAND_LAST"),("29","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Reynaldo","F97_HUSBAND_FATHER_FIRST"),("Dela Cruz","F97_HUSBAND_FATHER_LAST"),("Violeta","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Aguilar","F97_HUSBAND_MOTHER_LAST"),("Sheena","F97_WIFE_FIRST"),("Ramos","F97_WIFE_MIDDLE"),("Flores","F97_WIFE_LAST"),("26","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Alfredo","F97_WIFE_FATHER_FIRST"),("Flores","F97_WIFE_FATHER_LAST"),("Cynthia","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Ramos","F97_WIFE_MOTHER_LAST"),("October 10, 2022","F97_DATE_OF_MARRIAGE"),("Batangas City Hall","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2019-MC-099\nMC Date of Registration: September 28, 2019\nHusband (First): Gerald\nHusband (Middle): Reyes\nHusband (Last): Pascual\nHusband AGE: 30\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Arturo (Last): Pascual\nHusband NAME OF MOTHER (First): Milagros (Last): Reyes\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Alyssa\nWife (Middle): Santos\nWife (Last): Aquino\nWife AGE: 27\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Danilo (Last): Aquino\nWife NAME OF MOTHER (First): Evelina (Last): Santos\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: September 20, 2019\nPLACE OF MARRIAGE: Manila Hotel")
    examples.append((t, {"entities": make_entities(t, [(("2019-MC-099","F97_REGISTRY_NO")),("September 28, 2019","F97_DATE_OF_REGISTRATION"),("Gerald","F97_HUSBAND_FIRST"),("Reyes","F97_HUSBAND_MIDDLE"),("Pascual","F97_HUSBAND_LAST"),("30","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Arturo","F97_HUSBAND_FATHER_FIRST"),("Pascual","F97_HUSBAND_FATHER_LAST"),("Milagros","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Reyes","F97_HUSBAND_MOTHER_LAST"),("Alyssa","F97_WIFE_FIRST"),("Santos","F97_WIFE_MIDDLE"),("Aquino","F97_WIFE_LAST"),("27","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Danilo","F97_WIFE_FATHER_FIRST"),("Aquino","F97_WIFE_FATHER_LAST"),("Evelina","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Santos","F97_WIFE_MOTHER_LAST"),("September 20, 2019","F97_DATE_OF_MARRIAGE"),("Manila Hotel","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2016-MC-177\nMC Date of Registration: August 18, 2016\nHusband (First): Henry\nHusband (Middle): Cruz\nHusband (Last): Valdes\nHusband AGE: 37\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Rolando (Last): Valdes\nHusband NAME OF MOTHER (First): Rosita (Last): Cruz\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Dianne\nWife (Middle): Flores\nWife (Last): Reyes\nWife AGE: 34\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Arsenio (Last): Reyes\nWife NAME OF MOTHER (First): Priscilla (Last): Flores\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: August 8, 2016\nPLACE OF MARRIAGE: Davao City")
    examples.append((t, {"entities": make_entities(t, [(("2016-MC-177","F97_REGISTRY_NO")),("August 18, 2016","F97_DATE_OF_REGISTRATION"),("Henry","F97_HUSBAND_FIRST"),("Cruz","F97_HUSBAND_MIDDLE"),("Valdes","F97_HUSBAND_LAST"),("37","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Rolando","F97_HUSBAND_FATHER_FIRST"),("Valdes","F97_HUSBAND_FATHER_LAST"),("Rosita","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Cruz","F97_HUSBAND_MOTHER_LAST"),("Dianne","F97_WIFE_FIRST"),("Flores","F97_WIFE_MIDDLE"),("Reyes","F97_WIFE_LAST"),("34","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Arsenio","F97_WIFE_FATHER_FIRST"),("Reyes","F97_WIFE_FATHER_LAST"),("Priscilla","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Flores","F97_WIFE_MOTHER_LAST"),("August 8, 2016","F97_DATE_OF_MARRIAGE"),("Davao City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2012-MC-033\nMC Date of Registration: July 22, 2012\nHusband (First): Leo\nHusband (Middle): Soriano\nHusband (Last): Manalo\nHusband AGE: 39\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Ernesto (Last): Manalo\nHusband NAME OF MOTHER (First): Leonora (Last): Soriano\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Trina\nWife (Middle): Ocampo\nWife (Last): Santos\nWife AGE: 36\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Esteban (Last): Santos\nWife NAME OF MOTHER (First): Felicitas (Last): Ocampo\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: July 14, 2012\nPLACE OF MARRIAGE: Malate Church, Manila")
    examples.append((t, {"entities": make_entities(t, [(("2012-MC-033","F97_REGISTRY_NO")),("July 22, 2012","F97_DATE_OF_REGISTRATION"),("Leo","F97_HUSBAND_FIRST"),("Soriano","F97_HUSBAND_MIDDLE"),("Manalo","F97_HUSBAND_LAST"),("39","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Ernesto","F97_HUSBAND_FATHER_FIRST"),("Manalo","F97_HUSBAND_FATHER_LAST"),("Leonora","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Soriano","F97_HUSBAND_MOTHER_LAST"),("Trina","F97_WIFE_FIRST"),("Ocampo","F97_WIFE_MIDDLE"),("Santos","F97_WIFE_LAST"),("36","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Esteban","F97_WIFE_FATHER_FIRST"),("Santos","F97_WIFE_FATHER_LAST"),("Felicitas","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Ocampo","F97_WIFE_MOTHER_LAST"),("July 14, 2012","F97_DATE_OF_MARRIAGE"),("Malate Church, Manila","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2024-MC-009\nMC Date of Registration: March 18, 2024\nHusband (First): Mario\nHusband (Middle): Reyes\nHusband (Last): Dizon\nHusband AGE: 26\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Celso (Last): Dizon\nHusband NAME OF MOTHER (First): Remedios (Last): Reyes\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Susan\nWife (Middle): Villanueva\nWife (Last): Cruz\nWife AGE: 24\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Rogelio (Last): Cruz\nWife NAME OF MOTHER (First): Belen (Last): Villanueva\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: March 8, 2024\nPLACE OF MARRIAGE: Vigan City")
    examples.append((t, {"entities": make_entities(t, [(("2024-MC-009","F97_REGISTRY_NO")),("March 18, 2024","F97_DATE_OF_REGISTRATION"),("Mario","F97_HUSBAND_FIRST"),("Reyes","F97_HUSBAND_MIDDLE"),("Dizon","F97_HUSBAND_LAST"),("26","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Celso","F97_HUSBAND_FATHER_FIRST"),("Dizon","F97_HUSBAND_FATHER_LAST"),("Remedios","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Reyes","F97_HUSBAND_MOTHER_LAST"),("Susan","F97_WIFE_FIRST"),("Villanueva","F97_WIFE_MIDDLE"),("Cruz","F97_WIFE_LAST"),("24","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Rogelio","F97_WIFE_FATHER_FIRST"),("Cruz","F97_WIFE_FATHER_LAST"),("Belen","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Villanueva","F97_WIFE_MOTHER_LAST"),("March 8, 2024","F97_DATE_OF_MARRIAGE"),("Vigan City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2025-MC-011\nMC Date of Registration: January 28, 2025\nHusband (First): Paolo\nHusband (Middle): Mendez\nHusband (Last): Garcia\nHusband AGE: 28\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Ricardo (Last): Garcia\nHusband NAME OF MOTHER (First): Erlinda (Last): Mendez\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Yvonne\nWife (Middle): Reyes\nWife (Last): Dela Cruz\nWife AGE: 25\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Bernardo (Last): Dela Cruz\nWife NAME OF MOTHER (First): Dolores (Last): Reyes\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: January 18, 2025\nPLACE OF MARRIAGE: Butuan City")
    examples.append((t, {"entities": make_entities(t, [(("2025-MC-011","F97_REGISTRY_NO")),("January 28, 2025","F97_DATE_OF_REGISTRATION"),("Paolo","F97_HUSBAND_FIRST"),("Mendez","F97_HUSBAND_MIDDLE"),("Garcia","F97_HUSBAND_LAST"),("28","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Ricardo","F97_HUSBAND_FATHER_FIRST"),("Garcia","F97_HUSBAND_FATHER_LAST"),("Erlinda","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Mendez","F97_HUSBAND_MOTHER_LAST"),("Yvonne","F97_WIFE_FIRST"),("Reyes","F97_WIFE_MIDDLE"),("Dela Cruz","F97_WIFE_LAST"),("25","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Bernardo","F97_WIFE_FATHER_FIRST"),("Dela Cruz","F97_WIFE_FATHER_LAST"),("Dolores","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Reyes","F97_WIFE_MOTHER_LAST"),("January 18, 2025","F97_DATE_OF_MARRIAGE"),("Butuan City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2011-MC-055\nMC Date of Registration: August 20, 2011\nHusband (First): Edwin\nHusband (Middle): Castillo\nHusband (Last): Reyes\nHusband AGE: 41\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Victorino (Last): Reyes\nHusband NAME OF MOTHER (First): Erlinda (Last): Castillo\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Luz\nWife (Middle): Navarro\nWife (Last): Santos\nWife AGE: 38\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Gregorio (Last): Santos\nWife NAME OF MOTHER (First): Perlita (Last): Navarro\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: March 3, 2008\nPLACE OF MARRIAGE: Pampanga")
    examples.append((t, {"entities": make_entities(t, [(("2011-MC-055","F97_REGISTRY_NO")),("August 20, 2011","F97_DATE_OF_REGISTRATION"),("Edwin","F97_HUSBAND_FIRST"),("Castillo","F97_HUSBAND_MIDDLE"),("Reyes","F97_HUSBAND_LAST"),("41","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Victorino","F97_HUSBAND_FATHER_FIRST"),("Reyes","F97_HUSBAND_FATHER_LAST"),("Erlinda","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Castillo","F97_HUSBAND_MOTHER_LAST"),("Luz","F97_WIFE_FIRST"),("Navarro","F97_WIFE_MIDDLE"),("Santos","F97_WIFE_LAST"),("38","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Gregorio","F97_WIFE_FATHER_FIRST"),("Santos","F97_WIFE_FATHER_LAST"),("Perlita","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Navarro","F97_WIFE_MOTHER_LAST"),("March 3, 2008","F97_DATE_OF_MARRIAGE"),("Pampanga","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2018-MC-033\nMC Date of Registration: August 18, 2018\nHusband (First): Arnold\nHusband (Middle): Ramos\nHusband (Last): Villanueva\nHusband AGE: 27\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Noel (Last): Villanueva\nHusband NAME OF MOTHER (First): Mercedita (Last): Ramos\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Jasmine\nWife (Middle): Cruz\nWife (Last): Padilla\nWife AGE: 24\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Danilo (Last): Padilla\nWife NAME OF MOTHER (First): Soledad (Last): Cruz\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: April 20, 2023\nPLACE OF MARRIAGE: Laguna")
    examples.append((t, {"entities": make_entities(t, [(("2018-MC-033","F97_REGISTRY_NO")),("August 18, 2018","F97_DATE_OF_REGISTRATION"),("Arnold","F97_HUSBAND_FIRST"),("Ramos","F97_HUSBAND_MIDDLE"),("Villanueva","F97_HUSBAND_LAST"),("27","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Noel","F97_HUSBAND_FATHER_FIRST"),("Villanueva","F97_HUSBAND_FATHER_LAST"),("Mercedita","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Ramos","F97_HUSBAND_MOTHER_LAST"),("Jasmine","F97_WIFE_FIRST"),("Cruz","F97_WIFE_MIDDLE"),("Padilla","F97_WIFE_LAST"),("24","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Danilo","F97_WIFE_FATHER_FIRST"),("Padilla","F97_WIFE_FATHER_LAST"),("Soledad","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Cruz","F97_WIFE_MOTHER_LAST"),("April 20, 2023","F97_DATE_OF_MARRIAGE"),("Laguna","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2017-MC-066\nMC Date of Registration: April 30, 2017\nHusband (First): Neil\nHusband (Middle): Santos\nHusband (Last): Bernardo\nHusband AGE: 35\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Domingo (Last): Bernardo\nHusband NAME OF MOTHER (First): Norma (Last): Santos\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Vanessa\nWife (Middle): Cruz\nWife (Last): Lopez\nWife AGE: 32\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Aurelio (Last): Lopez\nWife NAME OF MOTHER (First): Generosa (Last): Cruz\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: April 25, 2017\nPLACE OF MARRIAGE: Tuguegarao City")
    examples.append((t, {"entities": make_entities(t, [(("2017-MC-066","F97_REGISTRY_NO")),("April 30, 2017","F97_DATE_OF_REGISTRATION"),("Neil","F97_HUSBAND_FIRST"),("Santos","F97_HUSBAND_MIDDLE"),("Bernardo","F97_HUSBAND_LAST"),("35","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Domingo","F97_HUSBAND_FATHER_FIRST"),("Bernardo","F97_HUSBAND_FATHER_LAST"),("Norma","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Santos","F97_HUSBAND_MOTHER_LAST"),("Vanessa","F97_WIFE_FIRST"),("Cruz","F97_WIFE_MIDDLE"),("Lopez","F97_WIFE_LAST"),("32","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Aurelio","F97_WIFE_FATHER_FIRST"),("Lopez","F97_WIFE_FATHER_LAST"),("Generosa","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Cruz","F97_WIFE_MOTHER_LAST"),("April 25, 2017","F97_DATE_OF_MARRIAGE"),("Tuguegarao City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2018-MC-111\nMC Date of Registration: November 20, 2018\nHusband (First): Oscar\nHusband (Middle): Aquino\nHusband (Last): Reyes\nHusband AGE: 43\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Rolando (Last): Reyes\nHusband NAME OF MOTHER (First): Marivic (Last): Aquino\nWife\nHusband Father Citizenship: Filipino\nHusband Mother Citizenship: Filipino (First): Wendy\nWife (Middle): Flores\nWife (Last): Santos\nWife AGE: 39\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Hilario (Last): Santos\nWife NAME OF MOTHER (First): Concepcion (Last): Flores\nDATE\nWife Father Citizenship: Filipino\nWife Mother Citizenship: Filipino OF MARRIAGE: August 30, 2011\nPLACE OF MARRIAGE: Calbayog City")
    examples.append((t, {"entities": make_entities(t, [(("2018-MC-111","F97_REGISTRY_NO")),("November 20, 2018","F97_DATE_OF_REGISTRATION"),("Oscar","F97_HUSBAND_FIRST"),("Aquino","F97_HUSBAND_MIDDLE"),("Reyes","F97_HUSBAND_LAST"),("43","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Rolando","F97_HUSBAND_FATHER_FIRST"),("Reyes","F97_HUSBAND_FATHER_LAST"),("Marivic","F97_HUSBAND_MOTHER_FIRST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Aquino","F97_HUSBAND_MOTHER_LAST"),("Wendy","F97_WIFE_FIRST"),("Flores","F97_WIFE_MIDDLE"),("Santos","F97_WIFE_LAST"),("39","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Hilario","F97_WIFE_FATHER_FIRST"),("Santos","F97_WIFE_FATHER_LAST"),("Concepcion","F97_WIFE_MOTHER_FIRST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("Flores","F97_WIFE_MOTHER_LAST"),("August 30, 2011","F97_DATE_OF_MARRIAGE"),("Calbayog City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2018-MC-155\nMC Date of Registration: November 20, 2018\nHusband (First): Quentin (Middle): dela Cruz (Last): Torres\nHusband AGE: 33\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Proceso (Last): Torres\nHusband NAME OF MOTHER (First): Estelita (Last): dela\nHusband Father Citizenship: American\nHusband Mother Citizenship: American Cruz\nWife (First): Zara\nWife (Middle): Santos\nWife (Last): Reyes\nWife AGE: 30\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Crisanto (Last): Reyes\nWife NAME OF MOTHER (First): Amparo (Last): Santos\nDATE\nWife Father Citizenship: American\nWife Mother Citizenship: American OF MARRIAGE: November 1, 2018\nPLACE OF MARRIAGE: General Santos City")
    examples.append((t, {"entities": make_entities(t, [(("2018-MC-155","F97_REGISTRY_NO")),("November 20, 2018","F97_DATE_OF_REGISTRATION"),("Quentin","F97_HUSBAND_FIRST"),("dela Cruz","F97_HUSBAND_MIDDLE"),("Torres","F97_HUSBAND_LAST"),("33","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Proceso","F97_HUSBAND_FATHER_FIRST"),("Torres","F97_HUSBAND_FATHER_LAST"),("Estelita","F97_HUSBAND_MOTHER_FIRST"),("American","F97_HUSBAND_FATHER_CITIZENSHIP"),("American","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Zara","F97_WIFE_FIRST"),("Santos","F97_WIFE_MIDDLE"),("Reyes","F97_WIFE_LAST"),("30","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Crisanto","F97_WIFE_FATHER_FIRST"),("Reyes","F97_WIFE_FATHER_LAST"),("Amparo","F97_WIFE_MOTHER_FIRST"),("American","F97_WIFE_FATHER_CITIZENSHIP"),("American","F97_WIFE_MOTHER_CITIZENSHIP"),("Santos","F97_WIFE_MOTHER_LAST"),("November 1, 2018","F97_DATE_OF_MARRIAGE"),("General Santos City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2013-MC-099\nMC Date of Registration: October 10, 2013\nHusband (First): Ruel\nHusband (Middle): Bautista\nHusband (Last): Hernandez\nHusband AGE: 34\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Amado (Last): Hernandez\nHusband NAME OF MOTHER (First): Perla (Last): Bautista\nWife\nHusband Father Citizenship: American\nHusband Mother Citizenship: American (First): Vivian\nWife (Middle): Reyes\nWife (Last): Castillo\nWife AGE: 31\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Porfirio (Last): Castillo\nWife NAME OF MOTHER (First): Carina (Last): Reyes\nDATE\nWife Father Citizenship: American\nWife Mother Citizenship: American OF MARRIAGE: September 28, 2013\nPLACE OF MARRIAGE: Tacloban City")
    examples.append((t, {"entities": make_entities(t, [(("2013-MC-099","F97_REGISTRY_NO")),("October 10, 2013","F97_DATE_OF_REGISTRATION"),("Ruel","F97_HUSBAND_FIRST"),("Bautista","F97_HUSBAND_MIDDLE"),("Hernandez","F97_HUSBAND_LAST"),("34","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Amado","F97_HUSBAND_FATHER_FIRST"),("Hernandez","F97_HUSBAND_FATHER_LAST"),("Perla","F97_HUSBAND_MOTHER_FIRST"),("American","F97_HUSBAND_FATHER_CITIZENSHIP"),("American","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Bautista","F97_HUSBAND_MOTHER_LAST"),("Vivian","F97_WIFE_FIRST"),("Reyes","F97_WIFE_MIDDLE"),("Castillo","F97_WIFE_LAST"),("31","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Porfirio","F97_WIFE_FATHER_FIRST"),("Castillo","F97_WIFE_FATHER_LAST"),("Carina","F97_WIFE_MOTHER_FIRST"),("American","F97_WIFE_FATHER_CITIZENSHIP"),("American","F97_WIFE_MOTHER_CITIZENSHIP"),("Reyes","F97_WIFE_MOTHER_LAST"),("September 28, 2013","F97_DATE_OF_MARRIAGE"),("Tacloban City","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2007-MC-044\nMC Date of Registration: April 20, 2007\nHusband (First): Dindo\nHusband (Middle): Soriano\nHusband (Last): Pascual\nHusband AGE: 29\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Simplicio (Last): Pascual\nHusband NAME OF MOTHER (First): Clarita (Last): Soriano\nWife\nHusband Father Citizenship: American\nHusband Mother Citizenship: American (First): Rowena\nWife (Middle): Santos\nWife (Last): Flores\nWife AGE: 26\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Isidro (Last): Flores\nWife NAME OF MOTHER (First): Nilda (Last): Santos\nDATE\nWife Father Citizenship: American\nWife Mother Citizenship: American OF MARRIAGE: April 7, 2007\nPLACE OF MARRIAGE: Camarines Sur")
    examples.append((t, {"entities": make_entities(t, [(("2007-MC-044","F97_REGISTRY_NO")),("April 20, 2007","F97_DATE_OF_REGISTRATION"),("Dindo","F97_HUSBAND_FIRST"),("Soriano","F97_HUSBAND_MIDDLE"),("Pascual","F97_HUSBAND_LAST"),("29","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Simplicio","F97_HUSBAND_FATHER_FIRST"),("Pascual","F97_HUSBAND_FATHER_LAST"),("Clarita","F97_HUSBAND_MOTHER_FIRST"),("American","F97_HUSBAND_FATHER_CITIZENSHIP"),("American","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Soriano","F97_HUSBAND_MOTHER_LAST"),("Rowena","F97_WIFE_FIRST"),("Santos","F97_WIFE_MIDDLE"),("Flores","F97_WIFE_LAST"),("26","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Isidro","F97_WIFE_FATHER_FIRST"),("Flores","F97_WIFE_FATHER_LAST"),("Nilda","F97_WIFE_MOTHER_FIRST"),("American","F97_WIFE_FATHER_CITIZENSHIP"),("American","F97_WIFE_MOTHER_CITIZENSHIP"),("Santos","F97_WIFE_MOTHER_LAST"),("April 7, 2007","F97_DATE_OF_MARRIAGE"),("Camarines Sur","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2014-MC-055\nMC Date of Registration: March 15, 2014\nHusband (First): Erick\nHusband (Middle): Villanueva\nHusband (Last): Medina\nHusband AGE: 27\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Efren (Last): Medina\nHusband NAME OF MOTHER (First): Natividad (Last): Villanueva\nWife\nHusband Father Citizenship: American\nHusband Mother Citizenship: American (First): Joanna (Middle): dela Cruz (Last): Ramos\nWife AGE: 25\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Wilfredo (Last): Ramos\nWife NAME OF MOTHER (First): Resurreccion (Last): dela\nWife Father Citizenship: American\nWife Mother Citizenship: American Cruz\nDATE OF MARRIAGE: March 1, 2014\nPLACE OF MARRIAGE: Palawan")
    examples.append((t, {"entities": make_entities(t, [(("2014-MC-055","F97_REGISTRY_NO")),("March 15, 2014","F97_DATE_OF_REGISTRATION"),("Erick","F97_HUSBAND_FIRST"),("Villanueva","F97_HUSBAND_MIDDLE"),("Medina","F97_HUSBAND_LAST"),("27","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Efren","F97_HUSBAND_FATHER_FIRST"),("Medina","F97_HUSBAND_FATHER_LAST"),("Natividad","F97_HUSBAND_MOTHER_FIRST"),("American","F97_HUSBAND_FATHER_CITIZENSHIP"),("American","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Villanueva","F97_HUSBAND_MOTHER_LAST"),("Joanna","F97_WIFE_FIRST"),("dela Cruz","F97_WIFE_MIDDLE"),("Ramos","F97_WIFE_LAST"),("25","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Wilfredo","F97_WIFE_FATHER_FIRST"),("Ramos","F97_WIFE_FATHER_LAST"),("Resurreccion","F97_WIFE_MOTHER_FIRST"),("American","F97_WIFE_FATHER_CITIZENSHIP"),("American","F97_WIFE_MOTHER_CITIZENSHIP"),("March 1, 2014","F97_DATE_OF_MARRIAGE"),("Palawan","F97_PLACE_OF_MARRIAGE")])}))

    t = ("Registry No.: 2024-MC-077\nMC Date of Registration: August 8, 2024\nHusband (First): Kenneth\nHusband (Middle): Garcia\nHusband (Last): Pascual\nHusband AGE: 31\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband NAME OF FATHER (First): Hernando (Last): Pascual\nHusband NAME OF MOTHER (First): Norma (Last): Garcia\nWife\nHusband Father Citizenship: American\nHusband Mother Citizenship: American (First): Rachel (Middle): dela Cruz (Last): Reyes\nWife AGE: 28\nWife CITIZENSHIP: Filipino\nWife NAME OF FATHER (First): Celestino (Last): Reyes\nWife NAME OF MOTHER (First): Emelinda (Last): dela\nWife Father Citizenship: American\nWife Mother Citizenship: American Cruz\nDATE OF MARRIAGE: May 1, 2021\nPLACE OF MARRIAGE: Tagaytay City")
    examples.append((t, {"entities": make_entities(t, [(("2024-MC-077","F97_REGISTRY_NO")),("August 8, 2024","F97_DATE_OF_REGISTRATION"),("Kenneth","F97_HUSBAND_FIRST"),("Garcia","F97_HUSBAND_MIDDLE"),("Pascual","F97_HUSBAND_LAST"),("31","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Hernando","F97_HUSBAND_FATHER_FIRST"),("Pascual","F97_HUSBAND_FATHER_LAST"),("Norma","F97_HUSBAND_MOTHER_FIRST"),("American","F97_HUSBAND_FATHER_CITIZENSHIP"),("American","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Garcia","F97_HUSBAND_MOTHER_LAST"),("Rachel","F97_WIFE_FIRST"),("dela Cruz","F97_WIFE_MIDDLE"),("Reyes","F97_WIFE_LAST"),("28","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Celestino","F97_WIFE_FATHER_FIRST"),("Reyes","F97_WIFE_FATHER_LAST"),("Emelinda","F97_WIFE_MOTHER_FIRST"),("American","F97_WIFE_FATHER_CITIZENSHIP"),("American","F97_WIFE_MOTHER_CITIZENSHIP"),("May 1, 2021","F97_DATE_OF_MARRIAGE"),("Tagaytay City","F97_PLACE_OF_MARRIAGE")])}))


    # Extra examples targeting: HUSBAND_RELIGION, WIFE_MIDDLE, WIFE_CITIZENSHIP
    t = "Registry No.: 2022-MC-011\nMC Date of Registration: February 20, 2022\n19. HUSBAND (First): Patrick (Middle): Soriano (Last): Navarro\nAge: 30\nCitizenship: Filipino\nReligion: Roman Catholic\nCivil Status: Single\n20. WIFE (First): Donna (Middle): Evangelista (Last): Cruz\nAge: 27\nCitizenship: Filipino\n21. DATE OF MARRIAGE: February 14, 2022\n22. PLACE OF MARRIAGE: Makati City"
    examples.append((t, {"entities": make_entities(t, [("2022-MC-011","F97_REGISTRY_NO"),("February 20, 2022","F97_DATE_OF_REGISTRATION"),("Patrick","F97_HUSBAND_FIRST"),("Soriano","F97_HUSBAND_MIDDLE"),("Navarro","F97_HUSBAND_LAST"),("30","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Donna","F97_WIFE_FIRST"),("Evangelista","F97_WIFE_MIDDLE"),("Cruz","F97_WIFE_LAST"),("27","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("February 14, 2022","F97_DATE_OF_MARRIAGE"),("Makati City","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2019-MC-044\nMC Date of Registration: November 5, 2019\n19. HUSBAND (First): Rodrigo (Middle): dela Torre (Last): Villanueva\nAge: 35\nCitizenship: Filipino\nReligion: Iglesia ni Cristo\nCivil Status: Single\n20. WIFE (First): Precious (Middle): Buenaventura (Last): Hernandez\nAge: 32\nCitizenship: Filipino\n21. DATE OF MARRIAGE: October 31, 2019\n22. PLACE OF MARRIAGE: Quezon City"
    examples.append((t, {"entities": make_entities(t, [("2019-MC-044","F97_REGISTRY_NO"),("November 5, 2019","F97_DATE_OF_REGISTRATION"),("Rodrigo","F97_HUSBAND_FIRST"),("dela Torre","F97_HUSBAND_MIDDLE"),("Villanueva","F97_HUSBAND_LAST"),("35","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Precious","F97_WIFE_FIRST"),("Buenaventura","F97_WIFE_MIDDLE"),("Hernandez","F97_WIFE_LAST"),("32","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("October 31, 2019","F97_DATE_OF_MARRIAGE"),("Quezon City","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2015-MC-088\nMC Date of Registration: June 15, 2015\n19. HUSBAND (First): Erwin (Middle): Pascual (Last): Bautista\nAge: 29\nCitizenship: Filipino\nReligion: Aglipayan\nCivil Status: Single\n20. WIFE (First): Sheila (Middle): Tolentino (Last): Reyes\nAge: 26\nCitizenship: Filipino\n21. DATE OF MARRIAGE: June 10, 2015\n22. PLACE OF MARRIAGE: Cebu City"
    examples.append((t, {"entities": make_entities(t, [("2015-MC-088","F97_REGISTRY_NO"),("June 15, 2015","F97_DATE_OF_REGISTRATION"),("Erwin","F97_HUSBAND_FIRST"),("Pascual","F97_HUSBAND_MIDDLE"),("Bautista","F97_HUSBAND_LAST"),("29","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Sheila","F97_WIFE_FIRST"),("Tolentino","F97_WIFE_MIDDLE"),("Reyes","F97_WIFE_LAST"),("26","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("June 10, 2015","F97_DATE_OF_MARRIAGE"),("Cebu City","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2018-MC-033\nMC Date of Registration: September 2, 2018\n19. HUSBAND (First): Vincent (Middle): Magno (Last): Santos\nAge: 33\nCitizenship: Filipino\nReligion: Born Again Christian\nCivil Status: Single\n20. WIFE (First): Abigail (Middle): Ferrer (Last): Torres\nAge: 30\nCitizenship: Filipino\n21. DATE OF MARRIAGE: August 25, 2018\n22. PLACE OF MARRIAGE: Davao City"
    examples.append((t, {"entities": make_entities(t, [("2018-MC-033","F97_REGISTRY_NO"),("September 2, 2018","F97_DATE_OF_REGISTRATION"),("Vincent","F97_HUSBAND_FIRST"),("Magno","F97_HUSBAND_MIDDLE"),("Santos","F97_HUSBAND_LAST"),("33","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Abigail","F97_WIFE_FIRST"),("Ferrer","F97_WIFE_MIDDLE"),("Torres","F97_WIFE_LAST"),("30","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("August 25, 2018","F97_DATE_OF_MARRIAGE"),("Davao City","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2020-MC-077\nMC Date of Registration: March 10, 2020\n19. HUSBAND (First): Gerald (Middle): Catalan (Last): Marquez\nAge: 28\nCitizenship: Filipino\nReligion: Roman Catholic\nCivil Status: Single\n20. WIFE (First): Camille (Middle): Aguilar (Last): Ramos\nAge: 25\nCitizenship: Filipino\n21. DATE OF MARRIAGE: March 5, 2020\n22. PLACE OF MARRIAGE: Taguig City"
    examples.append((t, {"entities": make_entities(t, [("2020-MC-077","F97_REGISTRY_NO"),("March 10, 2020","F97_DATE_OF_REGISTRATION"),("Gerald","F97_HUSBAND_FIRST"),("Catalan","F97_HUSBAND_MIDDLE"),("Marquez","F97_HUSBAND_LAST"),("28","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Camille","F97_WIFE_FIRST"),("Aguilar","F97_WIFE_MIDDLE"),("Ramos","F97_WIFE_LAST"),("25","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("March 5, 2020","F97_DATE_OF_MARRIAGE"),("Taguig City","F97_PLACE_OF_MARRIAGE")])}))


    # Extra examples with PARENT CITIZENSHIP (F97_HUSBAND/WIFE_FATHER/MOTHER_CITIZENSHIP)
    t = "Registry No.: 2021-MC-055\nMC Date of Registration: July 15, 2021\nHusband (First): Marco (Middle): Dela Cruz (Last): Santos\nHusband AGE: 31\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband RELIGION: Roman Catholic\nHusband NAME OF FATHER (First): Roberto (Middle): Santos (Last): Santos\nHusband FATHER CITIZENSHIP: Filipino\nHusband NAME OF MOTHER (First): Luisa (Middle): Reyes (Last): Dela Cruz\nHusband MOTHER CITIZENSHIP: Filipino\nWife (First): Angela\nWife (Middle): Torres\nWife (Last): Mendoza\nWife AGE: 28\nWife CITIZENSHIP: Filipino\nWife Civil Status: Single\nWife NAME OF FATHER (First): Ernesto (Middle): Mendoza (Last): Mendoza\nWife FATHER CITIZENSHIP: Filipino\nWife NAME OF MOTHER (First): Cristina (Middle): Lim (Last): Torres\nWife MOTHER CITIZENSHIP: Filipino\nDATE OF MARRIAGE: July 10, 2021\nPLACE OF MARRIAGE: Quezon City Hall"
    examples.append((t, {"entities": make_entities(t, [("2021-MC-055","F97_REGISTRY_NO"),("July 15, 2021","F97_DATE_OF_REGISTRATION"),("Marco","F97_HUSBAND_FIRST"),("Dela Cruz","F97_HUSBAND_MIDDLE"),("Santos","F97_HUSBAND_LAST"),("31","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Roberto","F97_HUSBAND_FATHER_FIRST"),("Santos","F97_HUSBAND_FATHER_LAST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Luisa","F97_HUSBAND_MOTHER_FIRST"),("Dela Cruz","F97_HUSBAND_MOTHER_LAST"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Angela","F97_WIFE_FIRST"),("Torres","F97_WIFE_MIDDLE"),("Mendoza","F97_WIFE_LAST"),("28","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Ernesto","F97_WIFE_FATHER_FIRST"),("Mendoza","F97_WIFE_FATHER_LAST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Cristina","F97_WIFE_MOTHER_FIRST"),("Torres","F97_WIFE_MOTHER_LAST"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("July 10, 2021","F97_DATE_OF_MARRIAGE"),("Quezon City Hall","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2020-MC-099\nMC Date of Registration: December 5, 2020\nHusband (First): Bryan\nHusband (Middle): Ocampo\nHusband (Last): Villanueva\nHusband AGE: 27\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband RELIGION: Iglesia ni Cristo\nHusband NAME OF FATHER (First): Eduardo (Middle): Villanueva (Last): Villanueva\nHusband FATHER CITIZENSHIP: Filipino\nHusband NAME OF MOTHER (First): Marites (Middle): Pascual (Last): Ocampo\nHusband MOTHER CITIZENSHIP: Filipino\nWife (First): Joanna\nWife (Middle): Castillo\nWife (Last): Reyes\nWife AGE: 25\nWife CITIZENSHIP: Filipino\nWife Civil Status: Single\nWife NAME OF FATHER (First): Alfredo (Middle): Reyes (Last): Reyes\nWife FATHER CITIZENSHIP: Filipino\nWife NAME OF MOTHER (First): Nora (Middle): Gutierrez (Last): Castillo\nWife MOTHER CITIZENSHIP: Filipino\nDATE OF MARRIAGE: November 28, 2020\nPLACE OF MARRIAGE: Cebu City"
    examples.append((t, {"entities": make_entities(t, [("2020-MC-099","F97_REGISTRY_NO"),("December 5, 2020","F97_DATE_OF_REGISTRATION"),("Bryan","F97_HUSBAND_FIRST"),("Ocampo","F97_HUSBAND_MIDDLE"),("Villanueva","F97_HUSBAND_LAST"),("27","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Eduardo","F97_HUSBAND_FATHER_FIRST"),("Villanueva","F97_HUSBAND_FATHER_LAST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Marites","F97_HUSBAND_MOTHER_FIRST"),("Ocampo","F97_HUSBAND_MOTHER_LAST"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Joanna","F97_WIFE_FIRST"),("Castillo","F97_WIFE_MIDDLE"),("Reyes","F97_WIFE_LAST"),("25","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Alfredo","F97_WIFE_FATHER_FIRST"),("Reyes","F97_WIFE_FATHER_LAST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Nora","F97_WIFE_MOTHER_FIRST"),("Castillo","F97_WIFE_MOTHER_LAST"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("November 28, 2020","F97_DATE_OF_MARRIAGE"),("Cebu City","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2019-MC-077\nMC Date of Registration: August 20, 2019\nHusband (First): Carlo\nHusband (Middle): Navarro\nHusband (Last): Bautista\nHusband AGE: 34\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband RELIGION: Aglipayan\nHusband NAME OF FATHER (First): Dominic (Middle): Bautista (Last): Bautista\nHusband FATHER CITIZENSHIP: Filipino\nHusband NAME OF MOTHER (First): Rowena (Middle): Cruz (Last): Navarro\nHusband MOTHER CITIZENSHIP: Filipino\nWife (First): Shirley\nWife (Middle): Ferrer\nWife (Last): Garcia\nWife AGE: 30\nWife CITIZENSHIP: Filipino\nWife Civil Status: Single\nWife NAME OF FATHER (First): Ramon (Middle): Garcia (Last): Garcia\nWife FATHER CITIZENSHIP: Filipino\nWife NAME OF MOTHER (First): Cecilia (Middle): Padilla (Last): Ferrer\nWife MOTHER CITIZENSHIP: Filipino\nDATE OF MARRIAGE: August 15, 2019\nPLACE OF MARRIAGE: Davao City"
    examples.append((t, {"entities": make_entities(t, [("2019-MC-077","F97_REGISTRY_NO"),("August 20, 2019","F97_DATE_OF_REGISTRATION"),("Carlo","F97_HUSBAND_FIRST"),("Navarro","F97_HUSBAND_MIDDLE"),("Bautista","F97_HUSBAND_LAST"),("34","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Dominic","F97_HUSBAND_FATHER_FIRST"),("Bautista","F97_HUSBAND_FATHER_LAST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Rowena","F97_HUSBAND_MOTHER_FIRST"),("Navarro","F97_HUSBAND_MOTHER_LAST"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Shirley","F97_WIFE_FIRST"),("Ferrer","F97_WIFE_MIDDLE"),("Garcia","F97_WIFE_LAST"),("30","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Ramon","F97_WIFE_FATHER_FIRST"),("Garcia","F97_WIFE_FATHER_LAST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Cecilia","F97_WIFE_MOTHER_FIRST"),("Ferrer","F97_WIFE_MOTHER_LAST"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("August 15, 2019","F97_DATE_OF_MARRIAGE"),("Davao City","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2023-MC-012\nMC Date of Registration: March 5, 2023\nHusband (First): Jerome\nHusband (Middle): Espiritu\nHusband (Last): Ramos\nHusband AGE: 29\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband RELIGION: Born Again Christian\nHusband NAME OF FATHER (First): Arsenio (Middle): Ramos (Last): Ramos\nHusband FATHER CITIZENSHIP: Filipino\nHusband NAME OF MOTHER (First): Felisa (Middle): Torres (Last): Espiritu\nHusband MOTHER CITIZENSHIP: Filipino\nWife (First): Hazel\nWife (Middle): Aguilar\nWife (Last): Dela Cruz\nWife AGE: 26\nWife CITIZENSHIP: Filipino\nWife Civil Status: Single\nWife NAME OF FATHER (First): Crisanto (Middle): Dela Cruz (Last): Dela Cruz\nWife FATHER CITIZENSHIP: Filipino\nWife NAME OF MOTHER (First): Imelda (Middle): Soriano (Last): Aguilar\nWife MOTHER CITIZENSHIP: Filipino\nDATE OF MARRIAGE: February 25, 2023\nPLACE OF MARRIAGE: Iloilo City"
    examples.append((t, {"entities": make_entities(t, [("2023-MC-012","F97_REGISTRY_NO"),("March 5, 2023","F97_DATE_OF_REGISTRATION"),("Jerome","F97_HUSBAND_FIRST"),("Espiritu","F97_HUSBAND_MIDDLE"),("Ramos","F97_HUSBAND_LAST"),("29","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Arsenio","F97_HUSBAND_FATHER_FIRST"),("Ramos","F97_HUSBAND_FATHER_LAST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Felisa","F97_HUSBAND_MOTHER_FIRST"),("Espiritu","F97_HUSBAND_MOTHER_LAST"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Hazel","F97_WIFE_FIRST"),("Aguilar","F97_WIFE_MIDDLE"),("Dela Cruz","F97_WIFE_LAST"),("26","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Crisanto","F97_WIFE_FATHER_FIRST"),("Dela Cruz","F97_WIFE_FATHER_LAST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Imelda","F97_WIFE_MOTHER_FIRST"),("Aguilar","F97_WIFE_MOTHER_LAST"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("February 25, 2023","F97_DATE_OF_MARRIAGE"),("Iloilo City","F97_PLACE_OF_MARRIAGE")])}))

    t = "Registry No.: 2018-MC-044\nMC Date of Registration: May 12, 2018\nHusband (First): Anthony\nHusband (Middle): Villafuerte\nHusband (Last): Cruz\nHusband AGE: 32\nHusband CITIZENSHIP: Filipino\nHusband Civil Status: Single\nHusband RELIGION: Roman Catholic\nHusband NAME OF FATHER (First): Rogelio (Middle): Cruz (Last): Cruz\nHusband FATHER CITIZENSHIP: Filipino\nHusband NAME OF MOTHER (First): Divina (Middle): Magno (Last): Villafuerte\nHusband MOTHER CITIZENSHIP: Filipino\nWife (First): Lovely\nWife (Middle): Hernandez\nWife (Last): Santos\nWife AGE: 28\nWife CITIZENSHIP: Filipino\nWife Civil Status: Single\nWife NAME OF FATHER (First): Virgilio (Middle): Santos (Last): Santos\nWife FATHER CITIZENSHIP: Filipino\nWife NAME OF MOTHER (First): Milagros (Middle): Buenaventura (Last): Hernandez\nWife MOTHER CITIZENSHIP: Filipino\nDATE OF MARRIAGE: May 7, 2018\nPLACE OF MARRIAGE: Manila Cathedral"
    examples.append((t, {"entities": make_entities(t, [("2018-MC-044","F97_REGISTRY_NO"),("May 12, 2018","F97_DATE_OF_REGISTRATION"),("Anthony","F97_HUSBAND_FIRST"),("Villafuerte","F97_HUSBAND_MIDDLE"),("Cruz","F97_HUSBAND_LAST"),("32","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Rogelio","F97_HUSBAND_FATHER_FIRST"),("Cruz","F97_HUSBAND_FATHER_LAST"),("Filipino","F97_HUSBAND_FATHER_CITIZENSHIP"),("Divina","F97_HUSBAND_MOTHER_FIRST"),("Villafuerte","F97_HUSBAND_MOTHER_LAST"),("Filipino","F97_HUSBAND_MOTHER_CITIZENSHIP"),("Lovely","F97_WIFE_FIRST"),("Hernandez","F97_WIFE_MIDDLE"),("Santos","F97_WIFE_LAST"),("28","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Virgilio","F97_WIFE_FATHER_FIRST"),("Santos","F97_WIFE_FATHER_LAST"),("Filipino","F97_WIFE_FATHER_CITIZENSHIP"),("Milagros","F97_WIFE_MOTHER_FIRST"),("Hernandez","F97_WIFE_MOTHER_LAST"),("Filipino","F97_WIFE_MOTHER_CITIZENSHIP"),("May 7, 2018","F97_DATE_OF_MARRIAGE"),("Manila Cathedral","F97_PLACE_OF_MARRIAGE")])}))

    return examples


# ============================================================
# FORM 90 — MARRIAGE LICENSE (BIRTH CERTIFICATE SOURCE)
#
# PIPELINE DESIGN:
#   Step 1 — MNB Classifier (runs FIRST)
#             Reads the whole document and answers:
#             "Is this the GROOM's or BRIDE's birth cert?"
#             Signal: Sex field (Male→GROOM, Female→BRIDE)
#             + context words (husband/wife/groom/bride)
#
#   Step 2 — spaCy NER (runs SECOND, after MNB decides)
#             Extracts the field VALUES from the document.
#             Uses GENERIC F90_* labels — no GROOM/BRIDE
#             prefix needed here because MNB already decided.
#
#   Step 3 — autofill.py combines both results:
#             if MNB → GROOM: rename F90_* → F90_GROOM_*
#             if MNB → BRIDE: rename F90_* → F90_BRIDE_*
#             Then write values into Form 90.
#
# WHY GENERIC LABELS FOR NER?
#   Groom's and bride's birth certificates are structurally
#   IDENTICAL. NER cannot answer "whose document is this?"
#   — that is MNB's job. NER only extracts field values.
#   Using generic F90_* labels keeps the NER model simple,
#   avoids training it on an impossible distinction, and
#   avoids doubling the label set for no benefit.
#
# NER LABELS (F90_*):
#   F90_APPLICANT_FIRST, F90_APPLICANT_MIDDLE, F90_APPLICANT_LAST
#   F90_DATE_OF_BIRTH, F90_AGE, F90_PLACE_OF_BIRTH
#   F90_SEX, F90_CITIZENSHIP, F90_RESIDENCE, F90_RELIGION
#   F90_FATHER_FIRST, F90_FATHER_MIDDLE, F90_FATHER_LAST
#   F90_FATHER_CITIZENSHIP
#   F90_MOTHER_FIRST, F90_MOTHER_MIDDLE, F90_MOTHER_LAST
#   F90_MOTHER_CITIZENSHIP
#   F90_REGISTRY_NO, F90_DATE_OF_REGISTRATION
# ============================================================


def form90_bc_examples():
    examples = []
    t = 'Registry No.: 1985-ML-001\nML Date of Registration: January 5, 2024\nGROOM\nGroom (First): Jose\nGroom (Middle): dela Cruz\nGroom (Last): Santos\nGroom Date of Birth: March 10, 1994\nGroom Age: 33\nGroom Place of Birth: Pasig City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Juan\nGroom Father (Middle): Sy\nGroom Father (Last): Gonzales\nGroom Father Citizenship: Japanese\nGroom Mother (First): Felicidad\nGroom Mother (Middle): Reyes\nGroom Mother (Last): Mendoza\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Maria\nBride (Middle): Santos\nBride (Last): de la Cruz\nBride Date of Birth: March 20, 1992\nBride Age: 28\nBride Place of Birth: Muntinlupa City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Ricardo\nBride Father (Middle): Lopez\nBride Father (Last): Garcia\nBride Father Citizenship: Filipino\nBride Mother (First): Remedios\nBride Mother (Middle): Aquino\nBride Mother (Last): Fernandez\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("1985-ML-001","F90_REGISTRY_NO"),("January 5, 2024","F90_DATE_OF_REGISTRATION"),("Jose","F90_GROOM_FIRST"),("dela Cruz","F90_GROOM_MIDDLE"),("Santos","F90_GROOM_LAST"),("March 10, 1994","F90_GROOM_DATE_OF_BIRTH"),("33","F90_GROOM_AGE"),("Pasig City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Juan","F90_GROOM_FATHER_FIRST"),("Sy","F90_GROOM_FATHER_MIDDLE"),("Gonzales","F90_GROOM_FATHER_LAST"),("Japanese","F90_GROOM_FATHER_CITIZENSHIP"),("Felicidad","F90_GROOM_MOTHER_FIRST"),("Reyes","F90_GROOM_MOTHER_MIDDLE"),("Mendoza","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Maria","F90_BRIDE_FIRST"),("Santos","F90_BRIDE_MIDDLE"),("de la Cruz","F90_BRIDE_LAST"),("March 20, 1992","F90_BRIDE_DATE_OF_BIRTH"),("28","F90_BRIDE_AGE"),("Muntinlupa City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Ricardo","F90_BRIDE_FATHER_FIRST"),("Lopez","F90_BRIDE_FATHER_MIDDLE"),("Garcia","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Remedios","F90_BRIDE_MOTHER_FIRST"),("Aquino","F90_BRIDE_MOTHER_MIDDLE"),("Fernandez","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 1994-ML-055\nML Date of Registration: February 14, 2023\nGROOM\nGroom (First): Juan\nGroom (Middle): Santos\nGroom (Last): Reyes\nGroom Date of Birth: June 15, 1992\nGroom Age: 34\nGroom Place of Birth: Manila\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Luis\nGroom Father (Middle): Lim\nGroom Father (Last): Mendoza\nGroom Father Citizenship: Filipino\nGroom Mother (First): Maria\nGroom Mother (Middle): Sy\nGroom Mother (Last): Ramos\nGroom Mother Citizenship: Korean\nBRIDE\nBride (First): Ana\nBride (Middle): Reyes\nBride (Last): Santos\nBride Date of Birth: August 6, 1994\nBride Age: 29\nBride Place of Birth: Caloocan City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Antonio\nBride Father (Middle): Torres\nBride Father (Last): Castillo\nBride Father Citizenship: Filipino\nBride Mother (First): Esmeralda\nBride Mother (Middle): Lopez\nBride Mother (Last): Villanueva\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("1994-ML-055","F90_REGISTRY_NO"),("February 14, 2023","F90_DATE_OF_REGISTRATION"),("Juan","F90_GROOM_FIRST"),("Santos","F90_GROOM_MIDDLE"),("Reyes","F90_GROOM_LAST"),("June 15, 1992","F90_GROOM_DATE_OF_BIRTH"),("34","F90_GROOM_AGE"),("Manila","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Luis","F90_GROOM_FATHER_FIRST"),("Lim","F90_GROOM_FATHER_MIDDLE"),("Mendoza","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Maria","F90_GROOM_MOTHER_FIRST"),("Sy","F90_GROOM_MOTHER_MIDDLE"),("Ramos","F90_GROOM_MOTHER_LAST"),("Korean","F90_GROOM_MOTHER_CITIZENSHIP"),("Ana","F90_BRIDE_FIRST"),("Reyes","F90_BRIDE_MIDDLE"),("Santos","F90_BRIDE_LAST"),("August 6, 1994","F90_BRIDE_DATE_OF_BIRTH"),("29","F90_BRIDE_AGE"),("Caloocan City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Antonio","F90_BRIDE_FATHER_FIRST"),("Torres","F90_BRIDE_FATHER_MIDDLE"),("Castillo","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Esmeralda","F90_BRIDE_MOTHER_FIRST"),("Lopez","F90_BRIDE_MOTHER_MIDDLE"),("Villanueva","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2023-0142\nML Date of Registration: March 20, 2022\nGROOM\nGroom (First): Roberto\nGroom (Middle): Reyes\nGroom (Last): Cruz\nGroom Date of Birth: September 22, 1990\nGroom Age: 35\nGroom Place of Birth: Caloocan City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Antonio\nGroom Father (Middle): Tan\nGroom Father (Last): Castillo\nGroom Father Citizenship: Filipino\nGroom Mother (First): Maria\nGroom Mother (Middle): Ramos\nGroom Mother (Last): Go\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Rosa\nBride (Middle): Cruz\nBride (Last): Reyes\nBride Date of Birth: May 5, 1991\nBride Age: 30\nBride Place of Birth: Manila\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Carlos\nBride Father (Middle): Villanueva\nBride Father (Last): Torres\nBride Father Citizenship: Filipino\nBride Mother (First): Gloria\nBride Mother (Middle): Lopez\nBride Mother (Last): Co\nBride Mother Citizenship: Korean'
    examples.append((t, {"entities": make_entities(t, [("2023-0142","F90_REGISTRY_NO"),("March 20, 2022","F90_DATE_OF_REGISTRATION"),("Roberto","F90_GROOM_FIRST"),("Reyes","F90_GROOM_MIDDLE"),("Cruz","F90_GROOM_LAST"),("September 22, 1990","F90_GROOM_DATE_OF_BIRTH"),("35","F90_GROOM_AGE"),("Caloocan City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Antonio","F90_GROOM_FATHER_FIRST"),("Tan","F90_GROOM_FATHER_MIDDLE"),("Castillo","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Maria","F90_GROOM_MOTHER_FIRST"),("Ramos","F90_GROOM_MOTHER_MIDDLE"),("Go","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Rosa","F90_BRIDE_FIRST"),("Cruz","F90_BRIDE_MIDDLE"),("Reyes","F90_BRIDE_LAST"),("May 5, 1991","F90_BRIDE_DATE_OF_BIRTH"),("30","F90_BRIDE_AGE"),("Manila","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Carlos","F90_BRIDE_FATHER_FIRST"),("Villanueva","F90_BRIDE_FATHER_MIDDLE"),("Torres","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Gloria","F90_BRIDE_MOTHER_FIRST"),("Lopez","F90_BRIDE_MOTHER_MIDDLE"),("Co","F90_BRIDE_MOTHER_LAST"),("Korean","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2022-MC-088\nML Date of Registration: April 10, 2021\nGROOM\nGroom (First): Eduardo\nGroom (Middle): Garcia\nGroom (Last): Garcia\nGroom Date of Birth: December 5, 1988\nGroom Age: 36\nGroom Place of Birth: Pasay City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Jose\nGroom Father (Middle): Go\nGroom Father (Last): De la Cruz\nGroom Father Citizenship: Japanese\nGroom Mother (First): Perla\nGroom Mother (Middle): Lim\nGroom Mother (Last): Mendoza\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Elena\nBride (Middle): Garcia\nBride (Last): Garcia\nBride Date of Birth: October 8, 1993\nBride Age: 31\nBride Place of Birth: Paranaque City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Alfredo\nBride Father (Middle): Castillo\nBride Father (Last): Santos\nBride Father Citizenship: Filipino\nBride Mother (First): Gloria\nBride Mother (Middle): Torres\nBride Mother (Last): Sy\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2022-MC-088","F90_REGISTRY_NO"),("April 10, 2021","F90_DATE_OF_REGISTRATION"),("Eduardo","F90_GROOM_FIRST"),("Garcia","F90_GROOM_MIDDLE"),("Garcia","F90_GROOM_LAST"),("December 5, 1988","F90_GROOM_DATE_OF_BIRTH"),("36","F90_GROOM_AGE"),("Pasay City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Jose","F90_GROOM_FATHER_FIRST"),("Go","F90_GROOM_FATHER_MIDDLE"),("De la Cruz","F90_GROOM_FATHER_LAST"),("Japanese","F90_GROOM_FATHER_CITIZENSHIP"),("Perla","F90_GROOM_MOTHER_FIRST"),("Lim","F90_GROOM_MOTHER_MIDDLE"),("Mendoza","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Elena","F90_BRIDE_FIRST"),("Garcia","F90_BRIDE_MIDDLE"),("Garcia","F90_BRIDE_LAST"),("October 8, 1993","F90_BRIDE_DATE_OF_BIRTH"),("31","F90_BRIDE_AGE"),("Paranaque City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Alfredo","F90_BRIDE_FATHER_FIRST"),("Castillo","F90_BRIDE_FATHER_MIDDLE"),("Santos","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Gloria","F90_BRIDE_MOTHER_FIRST"),("Torres","F90_BRIDE_MOTHER_MIDDLE"),("Sy","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2021-067\nML Date of Registration: May 3, 2020\nGROOM\nGroom (First): Miguel\nGroom (Middle): Torres\nGroom (Last): Torres\nGroom Date of Birth: January 8, 1995\nGroom Age: 37\nGroom Place of Birth: Pasay City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Ramon\nGroom Father (Middle): Villanueva\nGroom Father (Last): Sy\nGroom Father Citizenship: Filipino\nGroom Mother (First): Milagros\nGroom Mother (Middle): Mendoza\nGroom Mother (Last): Co\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Sofia\nBride (Middle): Torres\nBride (Last): Torres\nBride Date of Birth: January 3, 1996\nBride Age: 32\nBride Place of Birth: Bacolod City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Eduardo\nBride Father (Middle): Tan\nBride Father (Last): Garcia\nBride Father Citizenship: Filipino\nBride Mother (First): Elvira\nBride Mother (Middle): Aquino\nBride Mother (Last): Cruz\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2021-067","F90_REGISTRY_NO"),("May 3, 2020","F90_DATE_OF_REGISTRATION"),("Miguel","F90_GROOM_FIRST"),("Torres","F90_GROOM_MIDDLE"),("Torres","F90_GROOM_LAST"),("January 8, 1995","F90_GROOM_DATE_OF_BIRTH"),("37","F90_GROOM_AGE"),("Pasay City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Ramon","F90_GROOM_FATHER_FIRST"),("Villanueva","F90_GROOM_FATHER_MIDDLE"),("Sy","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Milagros","F90_GROOM_MOTHER_FIRST"),("Mendoza","F90_GROOM_MOTHER_MIDDLE"),("Co","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Sofia","F90_BRIDE_FIRST"),("Torres","F90_BRIDE_MIDDLE"),("Torres","F90_BRIDE_LAST"),("January 3, 1996","F90_BRIDE_DATE_OF_BIRTH"),("32","F90_BRIDE_AGE"),("Bacolod City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Eduardo","F90_BRIDE_FATHER_FIRST"),("Tan","F90_BRIDE_FATHER_MIDDLE"),("Garcia","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Elvira","F90_BRIDE_MOTHER_FIRST"),("Aquino","F90_BRIDE_MOTHER_MIDDLE"),("Cruz","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2020-114\nML Date of Registration: June 8, 2019\nGROOM\nGroom (First): Carlos\nGroom (Middle): Ramos\nGroom (Last): Ramos\nGroom Date of Birth: August 20, 1991\nGroom Age: 38\nGroom Place of Birth: Taguig City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Alfredo\nGroom Father (Middle): Torres\nGroom Father (Last): Tan\nGroom Father Citizenship: Filipino\nGroom Mother (First): Corazon\nGroom Mother (Middle): Gonzales\nGroom Mother (Last): Sy\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Carmen\nBride (Middle): Ramos\nBride (Last): Ramos\nBride Date of Birth: February 14, 1988\nBride Age: 33\nBride Place of Birth: Cebu City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Roberto\nBride Father (Middle): Lim\nBride Father (Last): Lopez\nBride Father Citizenship: Korean\nBride Mother (First): Milagros\nBride Mother (Middle): Santos\nBride Mother (Last): Villanueva\nBride Mother Citizenship: American'
    examples.append((t, {"entities": make_entities(t, [("2020-114","F90_REGISTRY_NO"),("June 8, 2019","F90_DATE_OF_REGISTRATION"),("Carlos","F90_GROOM_FIRST"),("Ramos","F90_GROOM_MIDDLE"),("Ramos","F90_GROOM_LAST"),("August 20, 1991","F90_GROOM_DATE_OF_BIRTH"),("38","F90_GROOM_AGE"),("Taguig City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Alfredo","F90_GROOM_FATHER_FIRST"),("Torres","F90_GROOM_FATHER_MIDDLE"),("Tan","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Corazon","F90_GROOM_MOTHER_FIRST"),("Gonzales","F90_GROOM_MOTHER_MIDDLE"),("Sy","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Carmen","F90_BRIDE_FIRST"),("Ramos","F90_BRIDE_MIDDLE"),("Ramos","F90_BRIDE_LAST"),("February 14, 1988","F90_BRIDE_DATE_OF_BIRTH"),("33","F90_BRIDE_AGE"),("Cebu City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Roberto","F90_BRIDE_FATHER_FIRST"),("Lim","F90_BRIDE_FATHER_MIDDLE"),("Lopez","F90_BRIDE_FATHER_LAST"),("Korean","F90_BRIDE_FATHER_CITIZENSHIP"),("Milagros","F90_BRIDE_MOTHER_FIRST"),("Santos","F90_BRIDE_MOTHER_MIDDLE"),("Villanueva","F90_BRIDE_MOTHER_LAST"),("American","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2019-203\nML Date of Registration: July 15, 2018\nGROOM\nGroom (First): Antonio\nGroom (Middle): Lopez\nGroom (Last): Lopez\nGroom Date of Birth: April 3, 1993\nGroom Age: 39\nGroom Place of Birth: Pasig City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Ernesto\nGroom Father (Middle): de la Cruz\nGroom Father (Last): Gonzales\nGroom Father Citizenship: Filipino\nGroom Mother (First): Estrella\nGroom Mother (Middle): Reyes\nGroom Mother (Last): Mendoza\nGroom Mother Citizenship: Japanese\nBRIDE\nBride (First): Luz\nBride (Middle): Lopez\nBride (Last): Lopez\nBride Date of Birth: July 30, 1990\nBride Age: 34\nBride Place of Birth: Caloocan City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Ricardo\nBride Father (Middle): Castillo\nBride Father (Last): Co\nBride Father Citizenship: Filipino\nBride Mother (First): Gloria\nBride Mother (Middle): Torres\nBride Mother (Last): Bautista\nBride Mother Citizenship: Chinese'
    examples.append((t, {"entities": make_entities(t, [("2019-203","F90_REGISTRY_NO"),("July 15, 2018","F90_DATE_OF_REGISTRATION"),("Antonio","F90_GROOM_FIRST"),("Lopez","F90_GROOM_MIDDLE"),("Lopez","F90_GROOM_LAST"),("April 3, 1993","F90_GROOM_DATE_OF_BIRTH"),("39","F90_GROOM_AGE"),("Pasig City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Ernesto","F90_GROOM_FATHER_FIRST"),("de la Cruz","F90_GROOM_FATHER_MIDDLE"),("Gonzales","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Estrella","F90_GROOM_MOTHER_FIRST"),("Reyes","F90_GROOM_MOTHER_MIDDLE"),("Mendoza","F90_GROOM_MOTHER_LAST"),("Japanese","F90_GROOM_MOTHER_CITIZENSHIP"),("Luz","F90_BRIDE_FIRST"),("Lopez","F90_BRIDE_MIDDLE"),("Lopez","F90_BRIDE_LAST"),("July 30, 1990","F90_BRIDE_DATE_OF_BIRTH"),("34","F90_BRIDE_AGE"),("Caloocan City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Ricardo","F90_BRIDE_FATHER_FIRST"),("Castillo","F90_BRIDE_FATHER_MIDDLE"),("Co","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Gloria","F90_BRIDE_MOTHER_FIRST"),("Torres","F90_BRIDE_MOTHER_MIDDLE"),("Bautista","F90_BRIDE_MOTHER_LAST"),("Chinese","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2018-099\nML Date of Registration: August 3, 2017\nGROOM\nGroom (First): Francisco\nGroom (Middle): Mendoza\nGroom (Last): Mendoza\nGroom Date of Birth: July 12, 1989\nGroom Age: 40\nGroom Place of Birth: Antipolo City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Isidro\nGroom Father (Middle): Fernandez\nGroom Father (Last): Co\nGroom Father Citizenship: Filipino\nGroom Mother (First): Perla\nGroom Mother (Middle): Lim\nGroom Mother (Last): De la Cruz\nGroom Mother Citizenship: Chinese\nBRIDE\nBride (First): Grace\nBride (Middle): de la Cruz\nBride (Last): Mendoza\nBride Date of Birth: April 18, 1992\nBride Age: 35\nBride Place of Birth: Taguig City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Mario\nBride Father (Middle): Lopez\nBride Father (Last): Bautista\nBride Father Citizenship: Filipino\nBride Mother (First): Ligaya\nBride Mother (Middle): Santos\nBride Mother (Last): Go\nBride Mother Citizenship: Korean'
    examples.append((t, {"entities": make_entities(t, [("2018-099","F90_REGISTRY_NO"),("August 3, 2017","F90_DATE_OF_REGISTRATION"),("Francisco","F90_GROOM_FIRST"),("Mendoza","F90_GROOM_MIDDLE"),("Mendoza","F90_GROOM_LAST"),("July 12, 1989","F90_GROOM_DATE_OF_BIRTH"),("40","F90_GROOM_AGE"),("Antipolo City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Isidro","F90_GROOM_FATHER_FIRST"),("Fernandez","F90_GROOM_FATHER_MIDDLE"),("Co","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Perla","F90_GROOM_MOTHER_FIRST"),("Lim","F90_GROOM_MOTHER_MIDDLE"),("De la Cruz","F90_GROOM_MOTHER_LAST"),("Chinese","F90_GROOM_MOTHER_CITIZENSHIP"),("Grace","F90_BRIDE_FIRST"),("de la Cruz","F90_BRIDE_MIDDLE"),("Mendoza","F90_BRIDE_LAST"),("April 18, 1992","F90_BRIDE_DATE_OF_BIRTH"),("35","F90_BRIDE_AGE"),("Taguig City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Mario","F90_BRIDE_FATHER_FIRST"),("Lopez","F90_BRIDE_FATHER_MIDDLE"),("Bautista","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Ligaya","F90_BRIDE_MOTHER_FIRST"),("Santos","F90_BRIDE_MOTHER_MIDDLE"),("Go","F90_BRIDE_MOTHER_LAST"),("Korean","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2017-175\nML Date of Registration: September 2, 2016\nGROOM\nGroom (First): Ramon\nGroom (Middle): Cruz\nGroom (Last): Bautista\nGroom Date of Birth: February 28, 1996\nGroom Age: 41\nGroom Place of Birth: Makati City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Antonio\nGroom Father (Middle): Go\nGroom Father (Last): Ramos\nGroom Father Citizenship: Filipino\nGroom Mother (First): Carmen\nGroom Mother (Middle): Lopez\nGroom Mother (Last): Reyes\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Joy\nBride (Middle): Bautista\nBride (Last): Cruz\nBride Date of Birth: December 2, 1995\nBride Age: 36\nBride Place of Birth: Marikina City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Pedro\nBride Father (Middle): Mendoza\nBride Father (Last): Lim\nBride Father Citizenship: Filipino\nBride Mother (First): Esmeralda\nBride Mother (Middle): Garcia\nBride Mother (Last): Castillo\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2017-175","F90_REGISTRY_NO"),("September 2, 2016","F90_DATE_OF_REGISTRATION"),("Ramon","F90_GROOM_FIRST"),("Cruz","F90_GROOM_MIDDLE"),("Bautista","F90_GROOM_LAST"),("February 28, 1996","F90_GROOM_DATE_OF_BIRTH"),("41","F90_GROOM_AGE"),("Makati City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Antonio","F90_GROOM_FATHER_FIRST"),("Go","F90_GROOM_FATHER_MIDDLE"),("Ramos","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Carmen","F90_GROOM_MOTHER_FIRST"),("Lopez","F90_GROOM_MOTHER_MIDDLE"),("Reyes","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Joy","F90_BRIDE_FIRST"),("Bautista","F90_BRIDE_MIDDLE"),("Cruz","F90_BRIDE_LAST"),("December 2, 1995","F90_BRIDE_DATE_OF_BIRTH"),("36","F90_BRIDE_AGE"),("Marikina City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Pedro","F90_BRIDE_FATHER_FIRST"),("Mendoza","F90_BRIDE_FATHER_MIDDLE"),("Lim","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Esmeralda","F90_BRIDE_MOTHER_FIRST"),("Garcia","F90_BRIDE_MOTHER_MIDDLE"),("Castillo","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2016-231\nML Date of Registration: October 11, 2015\nGROOM\nGroom (First): Mario\nGroom (Middle): Bautista\nGroom (Last): Aquino\nGroom Date of Birth: October 17, 1987\nGroom Age: 42\nGroom Place of Birth: Muntinlupa City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Eduardo\nGroom Father (Middle): de la Cruz\nGroom Father (Last): De la Cruz\nGroom Father Citizenship: Filipino\nGroom Mother (First): Elvira\nGroom Mother (Middle): Fernandez\nGroom Mother (Last): Santos\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Faith\nBride (Middle): Tan\nBride (Last): Bautista\nBride Date of Birth: September 9, 1989\nBride Age: 37\nBride Place of Birth: Cebu City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Fernando\nBride Father (Middle): Villanueva\nBride Father (Last): Garcia\nBride Father Citizenship: Filipino\nBride Mother (First): Felicidad\nBride Mother (Middle): Ramos\nBride Mother (Last): Co\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2016-231","F90_REGISTRY_NO"),("October 11, 2015","F90_DATE_OF_REGISTRATION"),("Mario","F90_GROOM_FIRST"),("Bautista","F90_GROOM_MIDDLE"),("Aquino","F90_GROOM_LAST"),("October 17, 1987","F90_GROOM_DATE_OF_BIRTH"),("42","F90_GROOM_AGE"),("Muntinlupa City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Eduardo","F90_GROOM_FATHER_FIRST"),("de la Cruz","F90_GROOM_FATHER_MIDDLE"),("De la Cruz","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Elvira","F90_GROOM_MOTHER_FIRST"),("Fernandez","F90_GROOM_MOTHER_MIDDLE"),("Santos","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Faith","F90_BRIDE_FIRST"),("Tan","F90_BRIDE_MIDDLE"),("Bautista","F90_BRIDE_LAST"),("September 9, 1989","F90_BRIDE_DATE_OF_BIRTH"),("37","F90_BRIDE_AGE"),("Cebu City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Fernando","F90_BRIDE_FATHER_FIRST"),("Villanueva","F90_BRIDE_FATHER_MIDDLE"),("Garcia","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Felicidad","F90_BRIDE_MOTHER_FIRST"),("Ramos","F90_BRIDE_MOTHER_MIDDLE"),("Co","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2015-087\nML Date of Registration: November 5, 2024\nGROOM\nGroom (First): Pedro\nGroom (Middle): Tan\nGroom (Last): Villanueva\nGroom Date of Birth: May 25, 1994\nGroom Age: 43\nGroom Place of Birth: Bacolod City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Roberto\nGroom Father (Middle): Fernandez\nGroom Father (Last): Lopez\nGroom Father Citizenship: Filipino\nGroom Mother (First): Natividad\nGroom Mother (Middle): Cruz\nGroom Mother (Last): Co\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Hope\nBride (Middle): Lim\nBride (Last): Aquino\nBride Date of Birth: June 1, 1991\nBride Age: 38\nBride Place of Birth: Pasig City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Fernando\nBride Father (Middle): Santos\nBride Father (Last): Bautista\nBride Father Citizenship: Filipino\nBride Mother (First): Elvira\nBride Mother (Middle): Castillo\nBride Mother (Last): Gonzales\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2015-087","F90_REGISTRY_NO"),("November 5, 2024","F90_DATE_OF_REGISTRATION"),("Pedro","F90_GROOM_FIRST"),("Tan","F90_GROOM_MIDDLE"),("Villanueva","F90_GROOM_LAST"),("May 25, 1994","F90_GROOM_DATE_OF_BIRTH"),("43","F90_GROOM_AGE"),("Bacolod City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Roberto","F90_GROOM_FATHER_FIRST"),("Fernandez","F90_GROOM_FATHER_MIDDLE"),("Lopez","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Natividad","F90_GROOM_MOTHER_FIRST"),("Cruz","F90_GROOM_MOTHER_MIDDLE"),("Co","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Hope","F90_BRIDE_FIRST"),("Lim","F90_BRIDE_MIDDLE"),("Aquino","F90_BRIDE_LAST"),("June 1, 1991","F90_BRIDE_DATE_OF_BIRTH"),("38","F90_BRIDE_AGE"),("Pasig City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Fernando","F90_BRIDE_FATHER_FIRST"),("Santos","F90_BRIDE_FATHER_MIDDLE"),("Bautista","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Elvira","F90_BRIDE_MOTHER_FIRST"),("Castillo","F90_BRIDE_MOTHER_MIDDLE"),("Gonzales","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2024-ML-019\nML Date of Registration: December 12, 2023\nGROOM\nGroom (First): Luis\nGroom (Middle): Lim\nGroom (Last): Fernandez\nGroom Date of Birth: November 30, 1992\nGroom Age: 44\nGroom Place of Birth: Quezon City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Manuel\nGroom Father (Middle): Villanueva\nGroom Father (Last): Ramos\nGroom Father Citizenship: Filipino\nGroom Mother (First): Remedios\nGroom Mother (Middle): Aquino\nGroom Mother (Last): Castillo\nGroom Mother Citizenship: Korean\nBRIDE\nBride (First): Patricia\nBride (Middle): Villanueva\nBride (Last): Villanueva\nBride Date of Birth: August 14, 1993\nBride Age: 39\nBride Place of Birth: Makati City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Dante\nBride Father (Middle): Garcia\nBride Father (Last): Mendoza\nBride Father Citizenship: Filipino\nBride Mother (First): Felicidad\nBride Mother (Middle): Reyes\nBride Mother (Last): Go\nBride Mother Citizenship: Korean'
    examples.append((t, {"entities": make_entities(t, [("2024-ML-019","F90_REGISTRY_NO"),("December 12, 2023","F90_DATE_OF_REGISTRATION"),("Luis","F90_GROOM_FIRST"),("Lim","F90_GROOM_MIDDLE"),("Fernandez","F90_GROOM_LAST"),("November 30, 1992","F90_GROOM_DATE_OF_BIRTH"),("44","F90_GROOM_AGE"),("Quezon City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Manuel","F90_GROOM_FATHER_FIRST"),("Villanueva","F90_GROOM_FATHER_MIDDLE"),("Ramos","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Remedios","F90_GROOM_MOTHER_FIRST"),("Aquino","F90_GROOM_MOTHER_MIDDLE"),("Castillo","F90_GROOM_MOTHER_LAST"),("Korean","F90_GROOM_MOTHER_CITIZENSHIP"),("Patricia","F90_BRIDE_FIRST"),("Villanueva","F90_BRIDE_MIDDLE"),("Villanueva","F90_BRIDE_LAST"),("August 14, 1993","F90_BRIDE_DATE_OF_BIRTH"),("39","F90_BRIDE_AGE"),("Makati City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Dante","F90_BRIDE_FATHER_FIRST"),("Garcia","F90_BRIDE_FATHER_MIDDLE"),("Mendoza","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Felicidad","F90_BRIDE_MOTHER_FIRST"),("Reyes","F90_BRIDE_MOTHER_MIDDLE"),("Go","F90_BRIDE_MOTHER_LAST"),("Korean","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2023-ML-044\nML Date of Registration: January 20, 2022\nGROOM\nGroom (First): Ricardo\nGroom (Middle): Go\nGroom (Last): Gonzales\nGroom Date of Birth: March 7, 1990\nGroom Age: 33\nGroom Place of Birth: Manila\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Fernando\nGroom Father (Middle): Tan\nGroom Father (Last): Santos\nGroom Father Citizenship: Filipino\nGroom Mother (First): Pacita\nGroom Mother (Middle): Castillo\nGroom Mother (Last): Ramos\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Josephine\nBride (Middle): Fernandez\nBride (Last): Fernandez\nBride Date of Birth: March 7, 1990\nBride Age: 28\nBride Place of Birth: Iloilo City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Alfredo\nBride Father (Middle): Cruz\nBride Father (Last): Lopez\nBride Father Citizenship: Filipino\nBride Mother (First): Amparo\nBride Mother (Middle): Villanueva\nBride Mother (Last): Garcia\nBride Mother Citizenship: Japanese'
    examples.append((t, {"entities": make_entities(t, [("2023-ML-044","F90_REGISTRY_NO"),("January 20, 2022","F90_DATE_OF_REGISTRATION"),("Ricardo","F90_GROOM_FIRST"),("Go","F90_GROOM_MIDDLE"),("Gonzales","F90_GROOM_LAST"),("March 7, 1990","F90_GROOM_DATE_OF_BIRTH"),("33","F90_GROOM_AGE"),("Manila","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Fernando","F90_GROOM_FATHER_FIRST"),("Tan","F90_GROOM_FATHER_MIDDLE"),("Santos","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Pacita","F90_GROOM_MOTHER_FIRST"),("Castillo","F90_GROOM_MOTHER_MIDDLE"),("Ramos","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Josephine","F90_BRIDE_FIRST"),("Fernandez","F90_BRIDE_MIDDLE"),("Fernandez","F90_BRIDE_LAST"),("March 7, 1990","F90_BRIDE_DATE_OF_BIRTH"),("28","F90_BRIDE_AGE"),("Iloilo City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Alfredo","F90_BRIDE_FATHER_FIRST"),("Cruz","F90_BRIDE_FATHER_MIDDLE"),("Lopez","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Amparo","F90_BRIDE_MOTHER_FIRST"),("Villanueva","F90_BRIDE_MOTHER_MIDDLE"),("Garcia","F90_BRIDE_MOTHER_LAST"),("Japanese","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2022-067\nML Date of Registration: February 6, 2021\nGROOM\nGroom (First): Emmanuel\nGroom (Middle): Co\nGroom (Last): Dela Cruz\nGroom Date of Birth: August 14, 1993\nGroom Age: 34\nGroom Place of Birth: Makati City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Antonio\nGroom Father (Middle): Go\nGroom Father (Last): Sy\nGroom Father Citizenship: Filipino\nGroom Mother (First): Amparo\nGroom Mother (Middle): Fernandez\nGroom Mother (Last): Tan\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Marisol\nBride (Middle): Mendoza\nBride (Last): Gonzales\nBride Date of Birth: November 30, 1992\nBride Age: 29\nBride Place of Birth: Pasig City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Jose\nBride Father (Middle): Ramos\nBride Father (Last): Bautista\nBride Father Citizenship: Filipino\nBride Mother (First): Perla\nBride Mother (Middle): Garcia\nBride Mother (Last): Aquino\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2022-067","F90_REGISTRY_NO"),("February 6, 2021","F90_DATE_OF_REGISTRATION"),("Emmanuel","F90_GROOM_FIRST"),("Co","F90_GROOM_MIDDLE"),("Dela Cruz","F90_GROOM_LAST"),("August 14, 1993","F90_GROOM_DATE_OF_BIRTH"),("34","F90_GROOM_AGE"),("Makati City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Antonio","F90_GROOM_FATHER_FIRST"),("Go","F90_GROOM_FATHER_MIDDLE"),("Sy","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Amparo","F90_GROOM_MOTHER_FIRST"),("Fernandez","F90_GROOM_MOTHER_MIDDLE"),("Tan","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Marisol","F90_BRIDE_FIRST"),("Mendoza","F90_BRIDE_MIDDLE"),("Gonzales","F90_BRIDE_LAST"),("November 30, 1992","F90_BRIDE_DATE_OF_BIRTH"),("29","F90_BRIDE_AGE"),("Pasig City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Jose","F90_BRIDE_FATHER_FIRST"),("Ramos","F90_BRIDE_FATHER_MIDDLE"),("Bautista","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Perla","F90_BRIDE_MOTHER_FIRST"),("Garcia","F90_BRIDE_MOTHER_MIDDLE"),("Aquino","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2021-133\nML Date of Registration: March 15, 2020\nGROOM\nGroom (First): Victor\nGroom (Middle): Sy\nGroom (Last): Castillo\nGroom Date of Birth: June 1, 1991\nGroom Age: 35\nGroom Place of Birth: Marikina City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Pedro\nGroom Father (Middle): Cruz\nGroom Father (Last): Ramos\nGroom Father Citizenship: Filipino\nGroom Mother (First): Amparo\nGroom Mother (Middle): Go\nGroom Mother (Last): Garcia\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Cristina\nBride (Middle): Aquino\nBride (Last): Castillo\nBride Date of Birth: May 25, 1994\nBride Age: 30\nBride Place of Birth: Davao City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Bernardo\nBride Father (Middle): Mendoza\nBride Father (Last): Torres\nBride Father Citizenship: Filipino\nBride Mother (First): Maria\nBride Mother (Middle): Lopez\nBride Mother (Last): Fernandez\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2021-133","F90_REGISTRY_NO"),("March 15, 2020","F90_DATE_OF_REGISTRATION"),("Victor","F90_GROOM_FIRST"),("Sy","F90_GROOM_MIDDLE"),("Castillo","F90_GROOM_LAST"),("June 1, 1991","F90_GROOM_DATE_OF_BIRTH"),("35","F90_GROOM_AGE"),("Marikina City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Pedro","F90_GROOM_FATHER_FIRST"),("Cruz","F90_GROOM_FATHER_MIDDLE"),("Ramos","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Amparo","F90_GROOM_MOTHER_FIRST"),("Go","F90_GROOM_MOTHER_MIDDLE"),("Garcia","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Cristina","F90_BRIDE_FIRST"),("Aquino","F90_BRIDE_MIDDLE"),("Castillo","F90_BRIDE_LAST"),("May 25, 1994","F90_BRIDE_DATE_OF_BIRTH"),("30","F90_BRIDE_AGE"),("Davao City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Bernardo","F90_BRIDE_FATHER_FIRST"),("Mendoza","F90_BRIDE_FATHER_MIDDLE"),("Torres","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Maria","F90_BRIDE_MOTHER_FIRST"),("Lopez","F90_BRIDE_MOTHER_MIDDLE"),("Fernandez","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2020-089\nML Date of Registration: April 5, 2019\nGROOM\nGroom (First): Dante\nGroom (Middle): Villanueva\nGroom (Last): Lim\nGroom Date of Birth: September 9, 1989\nGroom Age: 36\nGroom Place of Birth: Pasay City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Manuel\nGroom Father (Middle): Aquino\nGroom Father (Last): Co\nGroom Father Citizenship: Filipino\nGroom Mother (First): Amparo\nGroom Mother (Middle): Gonzales\nGroom Mother (Last): Cruz\nGroom Mother Citizenship: Korean\nBRIDE\nBride (First): Natividad\nBride (Middle): Castillo\nBride (Last): Lim\nBride Date of Birth: October 17, 1987\nBride Age: 31\nBride Place of Birth: Davao City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Juan\nBride Father (Middle): Garcia\nBride Father (Last): Torres\nBride Father Citizenship: Filipino\nBride Mother (First): Felicidad\nBride Mother (Middle): Tan\nBride Mother (Last): Lopez\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2020-089","F90_REGISTRY_NO"),("April 5, 2019","F90_DATE_OF_REGISTRATION"),("Dante","F90_GROOM_FIRST"),("Villanueva","F90_GROOM_MIDDLE"),("Lim","F90_GROOM_LAST"),("September 9, 1989","F90_GROOM_DATE_OF_BIRTH"),("36","F90_GROOM_AGE"),("Pasay City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Manuel","F90_GROOM_FATHER_FIRST"),("Aquino","F90_GROOM_FATHER_MIDDLE"),("Co","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Amparo","F90_GROOM_MOTHER_FIRST"),("Gonzales","F90_GROOM_MOTHER_MIDDLE"),("Cruz","F90_GROOM_MOTHER_LAST"),("Korean","F90_GROOM_MOTHER_CITIZENSHIP"),("Natividad","F90_BRIDE_FIRST"),("Castillo","F90_BRIDE_MIDDLE"),("Lim","F90_BRIDE_LAST"),("October 17, 1987","F90_BRIDE_DATE_OF_BIRTH"),("31","F90_BRIDE_AGE"),("Davao City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Juan","F90_BRIDE_FATHER_FIRST"),("Garcia","F90_BRIDE_FATHER_MIDDLE"),("Torres","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Felicidad","F90_BRIDE_MOTHER_FIRST"),("Tan","F90_BRIDE_MOTHER_MIDDLE"),("Lopez","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2019-155\nML Date of Registration: May 10, 2018\nGROOM\nGroom (First): Renato\nGroom (Middle): Fernandez\nGroom (Last): Tan\nGroom Date of Birth: December 2, 1995\nGroom Age: 37\nGroom Place of Birth: General Santos\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Alfredo\nGroom Father (Middle): Castillo\nGroom Father (Last): Aquino\nGroom Father Citizenship: Filipino\nGroom Mother (First): Maria\nGroom Mother (Middle): Mendoza\nGroom Mother (Last): Cruz\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Remedios\nBride (Middle): Gonzales\nBride (Last): Tan\nBride Date of Birth: February 28, 1996\nBride Age: 32\nBride Place of Birth: Valenzuela City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Roberto\nBride Father (Middle): Torres\nBride Father (Last): Reyes\nBride Father Citizenship: Korean\nBride Mother (First): Elvira\nBride Mother (Middle): Co\nBride Mother (Last): Garcia\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2019-155","F90_REGISTRY_NO"),("May 10, 2018","F90_DATE_OF_REGISTRATION"),("Renato","F90_GROOM_FIRST"),("Fernandez","F90_GROOM_MIDDLE"),("Tan","F90_GROOM_LAST"),("December 2, 1995","F90_GROOM_DATE_OF_BIRTH"),("37","F90_GROOM_AGE"),("General Santos","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Alfredo","F90_GROOM_FATHER_FIRST"),("Castillo","F90_GROOM_FATHER_MIDDLE"),("Aquino","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Maria","F90_GROOM_MOTHER_FIRST"),("Mendoza","F90_GROOM_MOTHER_MIDDLE"),("Cruz","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Remedios","F90_BRIDE_FIRST"),("Gonzales","F90_BRIDE_MIDDLE"),("Tan","F90_BRIDE_LAST"),("February 28, 1996","F90_BRIDE_DATE_OF_BIRTH"),("32","F90_BRIDE_AGE"),("Valenzuela City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Roberto","F90_BRIDE_FATHER_FIRST"),("Torres","F90_BRIDE_FATHER_MIDDLE"),("Reyes","F90_BRIDE_FATHER_LAST"),("Korean","F90_BRIDE_FATHER_CITIZENSHIP"),("Elvira","F90_BRIDE_MOTHER_FIRST"),("Co","F90_BRIDE_MOTHER_MIDDLE"),("Garcia","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2018-201\nML Date of Registration: June 20, 2017\nGROOM\nGroom (First): Alfredo\nGroom (Middle): Aquino\nGroom (Last): Co\nGroom Date of Birth: April 18, 1992\nGroom Age: 38\nGroom Place of Birth: Valenzuela City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Roberto\nGroom Father (Middle): Reyes\nGroom Father (Last): Gonzales\nGroom Father Citizenship: Japanese\nGroom Mother (First): Esmeralda\nGroom Mother (Middle): Garcia\nGroom Mother (Last): Castillo\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Corazon\nBride (Middle): Co\nBride (Last): Co\nBride Date of Birth: July 12, 1989\nBride Age: 33\nBride Place of Birth: Caloocan City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Fernando\nBride Father (Middle): Bautista\nBride Father (Last): Santos\nBride Father Citizenship: Filipino\nBride Mother (First): Felicidad\nBride Mother (Middle): Lopez\nBride Mother (Last): Fernandez\nBride Mother Citizenship: Korean'
    examples.append((t, {"entities": make_entities(t, [("2018-201","F90_REGISTRY_NO"),("June 20, 2017","F90_DATE_OF_REGISTRATION"),("Alfredo","F90_GROOM_FIRST"),("Aquino","F90_GROOM_MIDDLE"),("Co","F90_GROOM_LAST"),("April 18, 1992","F90_GROOM_DATE_OF_BIRTH"),("38","F90_GROOM_AGE"),("Valenzuela City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Roberto","F90_GROOM_FATHER_FIRST"),("Reyes","F90_GROOM_FATHER_MIDDLE"),("Gonzales","F90_GROOM_FATHER_LAST"),("Japanese","F90_GROOM_FATHER_CITIZENSHIP"),("Esmeralda","F90_GROOM_MOTHER_FIRST"),("Garcia","F90_GROOM_MOTHER_MIDDLE"),("Castillo","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Corazon","F90_BRIDE_FIRST"),("Co","F90_BRIDE_MIDDLE"),("Co","F90_BRIDE_LAST"),("July 12, 1989","F90_BRIDE_DATE_OF_BIRTH"),("33","F90_BRIDE_AGE"),("Caloocan City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Fernando","F90_BRIDE_FATHER_FIRST"),("Bautista","F90_BRIDE_FATHER_MIDDLE"),("Santos","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Felicidad","F90_BRIDE_MOTHER_FIRST"),("Lopez","F90_BRIDE_MOTHER_MIDDLE"),("Fernandez","F90_BRIDE_MOTHER_LAST"),("Korean","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2017-044\nML Date of Registration: July 4, 2016\nGROOM\nGroom (First): Bernardo\nGroom (Middle): Castillo\nGroom (Last): Go\nGroom Date of Birth: July 30, 1990\nGroom Age: 39\nGroom Place of Birth: Manila\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Victor\nGroom Father (Middle): Sy\nGroom Father (Last): Torres\nGroom Father Citizenship: Filipino\nGroom Mother (First): Consuelo\nGroom Mother (Middle): Fernandez\nGroom Mother (Last): Cruz\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Perla\nBride (Middle): Go\nBride (Last): Go\nBride Date of Birth: April 3, 1993\nBride Age: 34\nBride Place of Birth: Quezon City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Pedro\nBride Father (Middle): Lopez\nBride Father (Last): Aquino\nBride Father Citizenship: Filipino\nBride Mother (First): Rosario\nBride Mother (Middle): Villanueva\nBride Mother (Last): Santos\nBride Mother Citizenship: American'
    examples.append((t, {"entities": make_entities(t, [("2017-044","F90_REGISTRY_NO"),("July 4, 2016","F90_DATE_OF_REGISTRATION"),("Bernardo","F90_GROOM_FIRST"),("Castillo","F90_GROOM_MIDDLE"),("Go","F90_GROOM_LAST"),("July 30, 1990","F90_GROOM_DATE_OF_BIRTH"),("39","F90_GROOM_AGE"),("Manila","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Victor","F90_GROOM_FATHER_FIRST"),("Sy","F90_GROOM_FATHER_MIDDLE"),("Torres","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Consuelo","F90_GROOM_MOTHER_FIRST"),("Fernandez","F90_GROOM_MOTHER_MIDDLE"),("Cruz","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Perla","F90_BRIDE_FIRST"),("Go","F90_BRIDE_MIDDLE"),("Go","F90_BRIDE_LAST"),("April 3, 1993","F90_BRIDE_DATE_OF_BIRTH"),("34","F90_BRIDE_AGE"),("Quezon City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Pedro","F90_BRIDE_FATHER_FIRST"),("Lopez","F90_BRIDE_FATHER_MIDDLE"),("Aquino","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Rosario","F90_BRIDE_MOTHER_FIRST"),("Villanueva","F90_BRIDE_MOTHER_MIDDLE"),("Santos","F90_BRIDE_MOTHER_LAST"),("American","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2016-178\nML Date of Registration: August 15, 2015\nGROOM\nGroom (First): Celso\nGroom (Middle): Gonzales\nGroom (Last): Sy\nGroom Date of Birth: February 14, 1988\nGroom Age: 40\nGroom Place of Birth: Antipolo City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Antonio\nGroom Father (Middle): Ramos\nGroom Father (Last): Reyes\nGroom Father Citizenship: Filipino\nGroom Mother (First): Corazon\nGroom Mother (Middle): Lopez\nGroom Mother (Last): Mendoza\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Ligaya\nBride (Middle): Sy\nBride (Last): Sy\nBride Date of Birth: August 20, 1991\nBride Age: 35\nBride Place of Birth: Cagayan de Oro\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Carlos\nBride Father (Middle): Villanueva\nBride Father (Last): Fernandez\nBride Father Citizenship: Filipino\nBride Mother (First): Maria\nBride Mother (Middle): Lim\nBride Mother (Last): Tan\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2016-178","F90_REGISTRY_NO"),("August 15, 2015","F90_DATE_OF_REGISTRATION"),("Celso","F90_GROOM_FIRST"),("Gonzales","F90_GROOM_MIDDLE"),("Sy","F90_GROOM_LAST"),("February 14, 1988","F90_GROOM_DATE_OF_BIRTH"),("40","F90_GROOM_AGE"),("Antipolo City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Antonio","F90_GROOM_FATHER_FIRST"),("Ramos","F90_GROOM_FATHER_MIDDLE"),("Reyes","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Corazon","F90_GROOM_MOTHER_FIRST"),("Lopez","F90_GROOM_MOTHER_MIDDLE"),("Mendoza","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Ligaya","F90_BRIDE_FIRST"),("Sy","F90_BRIDE_MIDDLE"),("Sy","F90_BRIDE_LAST"),("August 20, 1991","F90_BRIDE_DATE_OF_BIRTH"),("35","F90_BRIDE_AGE"),("Cagayan de Oro","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Carlos","F90_BRIDE_FATHER_FIRST"),("Villanueva","F90_BRIDE_FATHER_MIDDLE"),("Fernandez","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Maria","F90_BRIDE_MOTHER_FIRST"),("Lim","F90_BRIDE_MOTHER_MIDDLE"),("Tan","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2015-093\nML Date of Registration: September 3, 2024\nGROOM\nGroom (First): Jose\nGroom (Middle): dela Cruz\nGroom (Last): Santos\nGroom Date of Birth: January 3, 1996\nGroom Age: 41\nGroom Place of Birth: Marikina City\nGroom Sex: Male\nGroom Citizenship: American\nGroom Father (First): Bernardo\nGroom Father (Middle): Tan\nGroom Father (Last): Ramos\nGroom Father Citizenship: Filipino\nGroom Mother (First): Remedios\nGroom Mother (Middle): Torres\nGroom Mother (Last): Go\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Maria\nBride (Middle): Santos\nBride (Last): de la Cruz\nBride Date of Birth: January 8, 1995\nBride Age: 36\nBride Place of Birth: Antipolo City\nBride Sex: Female\nBride Citizenship: American\nBride Father (First): Fernando\nBride Father (Middle): Sy\nBride Father (Last): De la Cruz\nBride Father Citizenship: Filipino\nBride Mother (First): Ligaya\nBride Mother (Middle): Fernandez\nBride Mother (Last): Garcia\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2015-093","F90_REGISTRY_NO"),("September 3, 2024","F90_DATE_OF_REGISTRATION"),("Jose","F90_GROOM_FIRST"),("dela Cruz","F90_GROOM_MIDDLE"),("Santos","F90_GROOM_LAST"),("January 3, 1996","F90_GROOM_DATE_OF_BIRTH"),("41","F90_GROOM_AGE"),("Marikina City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("American","F90_GROOM_CITIZENSHIP"),("Bernardo","F90_GROOM_FATHER_FIRST"),("Tan","F90_GROOM_FATHER_MIDDLE"),("Ramos","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Remedios","F90_GROOM_MOTHER_FIRST"),("Torres","F90_GROOM_MOTHER_MIDDLE"),("Go","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Maria","F90_BRIDE_FIRST"),("Santos","F90_BRIDE_MIDDLE"),("de la Cruz","F90_BRIDE_LAST"),("January 8, 1995","F90_BRIDE_DATE_OF_BIRTH"),("36","F90_BRIDE_AGE"),("Antipolo City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("American","F90_BRIDE_CITIZENSHIP"),("Fernando","F90_BRIDE_FATHER_FIRST"),("Sy","F90_BRIDE_FATHER_MIDDLE"),("De la Cruz","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Ligaya","F90_BRIDE_MOTHER_FIRST"),("Fernandez","F90_BRIDE_MOTHER_MIDDLE"),("Garcia","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2024-ML-202\nML Date of Registration: October 2, 2023\nGROOM\nGroom (First): Juan\nGroom (Middle): Santos\nGroom (Last): Reyes\nGroom Date of Birth: October 8, 1993\nGroom Age: 42\nGroom Place of Birth: Antipolo City\nGroom Sex: Male\nGroom Citizenship: Chinese\nGroom Father (First): Celso\nGroom Father (Middle): Ramos\nGroom Father (Last): Aquino\nGroom Father Citizenship: Filipino\nGroom Mother (First): Elvira\nGroom Mother (Middle): Gonzales\nGroom Mother (Last): Co\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Ana\nBride (Middle): Reyes\nBride (Last): Santos\nBride Date of Birth: December 5, 1988\nBride Age: 37\nBride Place of Birth: Pasig City\nBride Sex: Female\nBride Citizenship: Chinese\nBride Father (First): Luis\nBride Father (Middle): Fernandez\nBride Father (Last): Cruz\nBride Father Citizenship: Filipino\nBride Mother (First): Amparo\nBride Mother (Middle): Tan\nBride Mother (Last): Garcia\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2024-ML-202","F90_REGISTRY_NO"),("October 2, 2023","F90_DATE_OF_REGISTRATION"),("Juan","F90_GROOM_FIRST"),("Santos","F90_GROOM_MIDDLE"),("Reyes","F90_GROOM_LAST"),("October 8, 1993","F90_GROOM_DATE_OF_BIRTH"),("42","F90_GROOM_AGE"),("Antipolo City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Chinese","F90_GROOM_CITIZENSHIP"),("Celso","F90_GROOM_FATHER_FIRST"),("Ramos","F90_GROOM_FATHER_MIDDLE"),("Aquino","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Elvira","F90_GROOM_MOTHER_FIRST"),("Gonzales","F90_GROOM_MOTHER_MIDDLE"),("Co","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Ana","F90_BRIDE_FIRST"),("Reyes","F90_BRIDE_MIDDLE"),("Santos","F90_BRIDE_LAST"),("December 5, 1988","F90_BRIDE_DATE_OF_BIRTH"),("37","F90_BRIDE_AGE"),("Pasig City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Chinese","F90_BRIDE_CITIZENSHIP"),("Luis","F90_BRIDE_FATHER_FIRST"),("Fernandez","F90_BRIDE_FATHER_MIDDLE"),("Cruz","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Amparo","F90_BRIDE_MOTHER_FIRST"),("Tan","F90_BRIDE_MOTHER_MIDDLE"),("Garcia","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2023-ML-117\nML Date of Registration: November 8, 2022\nGROOM\nGroom (First): Roberto\nGroom (Middle): Reyes\nGroom (Last): Cruz\nGroom Date of Birth: May 5, 1991\nGroom Age: 43\nGroom Place of Birth: Bacolod City\nGroom Sex: Male\nGroom Citizenship: Korean\nGroom Father (First): Alfredo\nGroom Father (Middle): Bautista\nGroom Father (Last): Fernandez\nGroom Father Citizenship: Filipino\nGroom Mother (First): Corazon\nGroom Mother (Middle): Garcia\nGroom Mother (Last): Lopez\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Rosa\nBride (Middle): Cruz\nBride (Last): Reyes\nBride Date of Birth: September 22, 1990\nBride Age: 38\nBride Place of Birth: Iloilo City\nBride Sex: Female\nBride Citizenship: Korean\nBride Father (First): Ramon\nBride Father (Middle): Torres\nBride Father (Last): Sy\nBride Father Citizenship: Japanese\nBride Mother (First): Perla\nBride Mother (Middle): Santos\nBride Mother (Last): Aquino\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2023-ML-117","F90_REGISTRY_NO"),("November 8, 2022","F90_DATE_OF_REGISTRATION"),("Roberto","F90_GROOM_FIRST"),("Reyes","F90_GROOM_MIDDLE"),("Cruz","F90_GROOM_LAST"),("May 5, 1991","F90_GROOM_DATE_OF_BIRTH"),("43","F90_GROOM_AGE"),("Bacolod City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Korean","F90_GROOM_CITIZENSHIP"),("Alfredo","F90_GROOM_FATHER_FIRST"),("Bautista","F90_GROOM_FATHER_MIDDLE"),("Fernandez","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Corazon","F90_GROOM_MOTHER_FIRST"),("Garcia","F90_GROOM_MOTHER_MIDDLE"),("Lopez","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Rosa","F90_BRIDE_FIRST"),("Cruz","F90_BRIDE_MIDDLE"),("Reyes","F90_BRIDE_LAST"),("September 22, 1990","F90_BRIDE_DATE_OF_BIRTH"),("38","F90_BRIDE_AGE"),("Iloilo City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Korean","F90_BRIDE_CITIZENSHIP"),("Ramon","F90_BRIDE_FATHER_FIRST"),("Torres","F90_BRIDE_FATHER_MIDDLE"),("Sy","F90_BRIDE_FATHER_LAST"),("Japanese","F90_BRIDE_FATHER_CITIZENSHIP"),("Perla","F90_BRIDE_MOTHER_FIRST"),("Santos","F90_BRIDE_MOTHER_MIDDLE"),("Aquino","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2022-188\nML Date of Registration: December 5, 2021\nGROOM\nGroom (First): Eduardo\nGroom (Middle): Garcia\nGroom (Last): Garcia\nGroom Date of Birth: August 6, 1994\nGroom Age: 44\nGroom Place of Birth: Pasay City\nGroom Sex: Male\nGroom Citizenship: Japanese\nGroom Father (First): Carlos\nGroom Father (Middle): Fernandez\nGroom Father (Last): Go\nGroom Father Citizenship: British\nGroom Mother (First): Ligaya\nGroom Mother (Middle): Aquino\nGroom Mother (Last): De la Cruz\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Elena\nBride (Middle): Garcia\nBride (Last): Garcia\nBride Date of Birth: June 15, 1992\nBride Age: 39\nBride Place of Birth: Makati City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Alfredo\nBride Father (Middle): Castillo\nBride Father (Last): Lopez\nBride Father Citizenship: Filipino\nBride Mother (First): Corazon\nBride Mother (Middle): Sy\nBride Mother (Last): Villanueva\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2022-188","F90_REGISTRY_NO"),("December 5, 2021","F90_DATE_OF_REGISTRATION"),("Eduardo","F90_GROOM_FIRST"),("Garcia","F90_GROOM_MIDDLE"),("Garcia","F90_GROOM_LAST"),("August 6, 1994","F90_GROOM_DATE_OF_BIRTH"),("44","F90_GROOM_AGE"),("Pasay City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Japanese","F90_GROOM_CITIZENSHIP"),("Carlos","F90_GROOM_FATHER_FIRST"),("Fernandez","F90_GROOM_FATHER_MIDDLE"),("Go","F90_GROOM_FATHER_LAST"),("British","F90_GROOM_FATHER_CITIZENSHIP"),("Ligaya","F90_GROOM_MOTHER_FIRST"),("Aquino","F90_GROOM_MOTHER_MIDDLE"),("De la Cruz","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Elena","F90_BRIDE_FIRST"),("Garcia","F90_BRIDE_MIDDLE"),("Garcia","F90_BRIDE_LAST"),("June 15, 1992","F90_BRIDE_DATE_OF_BIRTH"),("39","F90_BRIDE_AGE"),("Makati City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Alfredo","F90_BRIDE_FATHER_FIRST"),("Castillo","F90_BRIDE_FATHER_MIDDLE"),("Lopez","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Corazon","F90_BRIDE_MOTHER_FIRST"),("Sy","F90_BRIDE_MOTHER_MIDDLE"),("Villanueva","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    t = 'Registry No.: 2021-254\nML Date of Registration: January 15, 2020\nGROOM\nGroom (First): Miguel\nGroom (Middle): Torres\nGroom (Last): Torres\nGroom Date of Birth: March 20, 1992\nGroom Age: 33\nGroom Place of Birth: Cagayan de Oro\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Antonio\nGroom Father (Middle): Bautista\nGroom Father (Last): Mendoza\nGroom Father Citizenship: Filipino\nGroom Mother (First): Lourdes\nGroom Mother (Middle): Reyes\nGroom Mother (Last): Lim\nGroom Mother Citizenship: British\nBRIDE\nBride (First): Sofia\nBride (Middle): Torres\nBride (Last): Torres\nBride Date of Birth: March 10, 1994\nBride Age: 28\nBride Place of Birth: Antipolo City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Ricardo\nBride Father (Middle): Aquino\nBride Father (Last): De la Cruz\nBride Father Citizenship: Japanese\nBride Mother (First): Felicidad\nBride Mother (Middle): Villanueva\nBride Mother (Last): Gonzales\nBride Mother Citizenship: Filipino'
    examples.append((t, {"entities": make_entities(t, [("2021-254","F90_REGISTRY_NO"),("January 15, 2020","F90_DATE_OF_REGISTRATION"),("Miguel","F90_GROOM_FIRST"),("Torres","F90_GROOM_MIDDLE"),("Torres","F90_GROOM_LAST"),("March 20, 1992","F90_GROOM_DATE_OF_BIRTH"),("33","F90_GROOM_AGE"),("Cagayan de Oro","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Antonio","F90_GROOM_FATHER_FIRST"),("Bautista","F90_GROOM_FATHER_MIDDLE"),("Mendoza","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Lourdes","F90_GROOM_MOTHER_FIRST"),("Reyes","F90_GROOM_MOTHER_MIDDLE"),("Lim","F90_GROOM_MOTHER_LAST"),("British","F90_GROOM_MOTHER_CITIZENSHIP"),("Sofia","F90_BRIDE_FIRST"),("Torres","F90_BRIDE_MIDDLE"),("Torres","F90_BRIDE_LAST"),("March 10, 1994","F90_BRIDE_DATE_OF_BIRTH"),("28","F90_BRIDE_AGE"),("Antipolo City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Ricardo","F90_BRIDE_FATHER_FIRST"),("Aquino","F90_BRIDE_FATHER_MIDDLE"),("De la Cruz","F90_BRIDE_FATHER_LAST"),("Japanese","F90_BRIDE_FATHER_CITIZENSHIP"),("Felicidad","F90_BRIDE_MOTHER_FIRST"),("Villanueva","F90_BRIDE_MOTHER_MIDDLE"),("Gonzales","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")])}))
    return examples

# ============================================================
# WEAK LABEL BOOSTER EXAMPLES
# Target: DATE_OF_REGISTRATION (all forms) — was 0–40% F1
#         F90_GROOM/BRIDE_DATE_OF_BIRTH — was 29–35% F1
#         F102_CHILD_LAST — was 40% F1
# Strategy: more examples + more date FORMAT variation
# ============================================================

def weak_label_booster_examples():
    examples = []

    # ── DATE_OF_REGISTRATION — Form 102 (was 0%) ─────────────
    formats_102 = [
        ("BC Registry No.: 2023-BC-301\nBC Date of Registration: 05/10/2023\nCHILD (First): Leo\nCHILD (Middle): Santos\nCHILD (Last): Reyes\n2. SEX: Male\n3. Child Date of Birth: 04/28/2023\n4. PLACE OF BIRTH: Manila",
         [("2023-BC-301","F102_REGISTRY_NO"),("05/10/2023","F102_DATE_OF_REGISTRATION"),("Leo","F102_CHILD_FIRST"),("Santos","F102_CHILD_MIDDLE"),("Reyes","F102_CHILD_LAST"),("Male","F102_SEX"),("04/28/2023","F102_DATE_OF_BIRTH"),("Manila","F102_PLACE_OF_BIRTH")]),

        ("BC Registry No.: 2021-BC-018\nBC Date of Registration: 18 June 2021\nCHILD (First): Elena\nCHILD (Middle): Cruz\nCHILD (Last): Flores\n2. SEX: Female\n3. Child Date of Birth: 04 June 2021\n4. PLACE OF BIRTH: Cebu City",
         [("2021-BC-018","F102_REGISTRY_NO"),("18 June 2021","F102_DATE_OF_REGISTRATION"),("Elena","F102_CHILD_FIRST"),("Cruz","F102_CHILD_MIDDLE"),("Flores","F102_CHILD_LAST"),("Female","F102_SEX"),("04 June 2021","F102_DATE_OF_BIRTH"),("Cebu City","F102_PLACE_OF_BIRTH")]),

        ("BC Registry No.: 2019-BC-222\nBC Date of Registration: September 2, 2019\nCHILD (First): Marco\nCHILD (Middle): Lim\nCHILD (Last): Tan\n2. SEX: Male\n3. Child Date of Birth: August 20, 2019\n4. PLACE OF BIRTH: Davao City",
         [("2019-BC-222","F102_REGISTRY_NO"),("September 2, 2019","F102_DATE_OF_REGISTRATION"),("Marco","F102_CHILD_FIRST"),("Lim","F102_CHILD_MIDDLE"),("Tan","F102_CHILD_LAST"),("Male","F102_SEX"),("August 20, 2019","F102_DATE_OF_BIRTH"),("Davao City","F102_PLACE_OF_BIRTH")]),

        ("BC Registry No.: 2010-BC-077\nBC Date of Registration: 03/15/2010\nCHILD (First): Alyssa\nCHILD (Middle): Reyes\nCHILD (Last): Gonzales\n2. SEX: Female\n3. Child Date of Birth: 02/28/2010\n4. PLACE OF BIRTH: Quezon City",
         [("2010-BC-077","F102_REGISTRY_NO"),("03/15/2010","F102_DATE_OF_REGISTRATION"),("Alyssa","F102_CHILD_FIRST"),("Reyes","F102_CHILD_MIDDLE"),("Gonzales","F102_CHILD_LAST"),("Female","F102_SEX"),("02/28/2010","F102_DATE_OF_BIRTH"),("Quezon City","F102_PLACE_OF_BIRTH")]),

        ("BC Registry No.: 2016-BC-190\nBC Date of Registration: 22 October 2016\nCHILD (First): Andrei\nCHILD (Middle): Navarro\nCHILD (Last): Dela Cruz\n2. SEX: Male\n3. Child Date of Birth: 10 October 2016\n4. PLACE OF BIRTH: Makati City",
         [("2016-BC-190","F102_REGISTRY_NO"),("22 October 2016","F102_DATE_OF_REGISTRATION"),("Andrei","F102_CHILD_FIRST"),("Navarro","F102_CHILD_MIDDLE"),("Dela Cruz","F102_CHILD_LAST"),("Male","F102_SEX"),("10 October 2016","F102_DATE_OF_BIRTH"),("Makati City","F102_PLACE_OF_BIRTH")]),

        ("BC Registry No.: 2024-BC-055\nBC Date of Registration: January 30, 2024\nCHILD (First): Isabella\nCHILD (Middle): Ocampo\nCHILD (Last): Bautista\n2. SEX: Female\n3. Child Date of Birth: January 15, 2024\n4. PLACE OF BIRTH: Taguig City",
         [("2024-BC-055","F102_REGISTRY_NO"),("January 30, 2024","F102_DATE_OF_REGISTRATION"),("Isabella","F102_CHILD_FIRST"),("Ocampo","F102_CHILD_MIDDLE"),("Bautista","F102_CHILD_LAST"),("Female","F102_SEX"),("January 15, 2024","F102_DATE_OF_BIRTH"),("Taguig City","F102_PLACE_OF_BIRTH")]),
    ]
    for t, pairs in formats_102:
        examples.append((t, {"entities": make_entities(t, pairs)}))

    # ── DATE_OF_REGISTRATION — Form 103 (was 40%) ────────────
    formats_103 = [
        ("Registry No.: 2022-DC-041\nDC Date of Registration: 07/22/2022\nDECEASED (First): Roberto (Middle): Santos (Last): Lim\n2. SEX: Male\n4. AGE: 78\n5. PLACE OF DEATH: Manila\n6. DATE OF DEATH: 07/15/2022\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\nImmediate cause: Pneumonia",
         [("2022-DC-041","F103_REGISTRY_NO"),("07/22/2022","F103_DATE_OF_REGISTRATION"),("Roberto","F103_DECEASED_FIRST"),("Santos","F103_DECEASED_MIDDLE"),("Lim","F103_DECEASED_LAST"),("Male","F103_SEX"),("78","F103_AGE"),("Manila","F103_PLACE_OF_DEATH"),("07/15/2022","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Pneumonia","F103_CAUSE_IMMEDIATE")]),

        ("Registry No.: 2018-DC-109\nDC Date of Registration: 15 March 2018\nDECEASED (First): Consuelo (Middle): Reyes (Last): Torres\n2. SEX: Female\n4. AGE: 82\n5. PLACE OF DEATH: Cebu City\n6. DATE OF DEATH: 10 March 2018\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Married\nImmediate cause: Stroke",
         [("2018-DC-109","F103_REGISTRY_NO"),("15 March 2018","F103_DATE_OF_REGISTRATION"),("Consuelo","F103_DECEASED_FIRST"),("Reyes","F103_DECEASED_MIDDLE"),("Torres","F103_DECEASED_LAST"),("Female","F103_SEX"),("82","F103_AGE"),("Cebu City","F103_PLACE_OF_DEATH"),("10 March 2018","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Married","F103_CIVIL_STATUS"),("Stroke","F103_CAUSE_IMMEDIATE")]),

        ("Registry No.: 2020-DC-077\nDC Date of Registration: December 28, 2020\nDECEASED (First): Danilo (Middle): Cruz (Last): Santos\n2. SEX: Male\n4. AGE: 55\n5. PLACE OF DEATH: Quezon City\n6. DATE OF DEATH: December 20, 2020\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Single\nImmediate cause: COVID-19",
         [("2020-DC-077","F103_REGISTRY_NO"),("December 28, 2020","F103_DATE_OF_REGISTRATION"),("Danilo","F103_DECEASED_FIRST"),("Cruz","F103_DECEASED_MIDDLE"),("Santos","F103_DECEASED_LAST"),("Male","F103_SEX"),("55","F103_AGE"),("Quezon City","F103_PLACE_OF_DEATH"),("December 20, 2020","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Single","F103_CIVIL_STATUS"),("COVID-19","F103_CAUSE_IMMEDIATE")]),

        ("Registry No.: 2015-DC-033\nDC Date of Registration: 05/05/2015\nDECEASED (First): Leonora (Middle): Villanueva (Last): Garcia\n2. SEX: Female\n4. AGE: 91\n5. PLACE OF DEATH: Davao City\n6. DATE OF DEATH: 04/30/2015\n7. CITIZENSHIP: Filipino\n9. CIVIL STATUS: Widowed\nImmediate cause: Heart Failure",
         [("2015-DC-033","F103_REGISTRY_NO"),("05/05/2015","F103_DATE_OF_REGISTRATION"),("Leonora","F103_DECEASED_FIRST"),("Villanueva","F103_DECEASED_MIDDLE"),("Garcia","F103_DECEASED_LAST"),("Female","F103_SEX"),("91","F103_AGE"),("Davao City","F103_PLACE_OF_DEATH"),("04/30/2015","F103_DATE_OF_DEATH"),("Filipino","F103_CITIZENSHIP"),("Widowed","F103_CIVIL_STATUS"),("Heart Failure","F103_CAUSE_IMMEDIATE")]),
    ]
    for t, pairs in formats_103:
        examples.append((t, {"entities": make_entities(t, pairs)}))

    # ── DATE_OF_REGISTRATION — Form 97 (was 22%) ─────────────
    formats_97 = [
        ("Registry No.: 2022-MC-014\nMC Date of Registration: 02/20/2022\nHUSBAND:\n1. NAME (First): Jose (Middle): Reyes (Last): Santos\n2a. DATE OF BIRTH: 03/10/1990\n2b. AGE: 32\n4b. CITIZENSHIP: Filipino\nWIFE:\n1. NAME (First): Clara (Middle): Cruz (Last): Santos\n2a. DATE OF BIRTH: 05/15/1992\n2b. AGE: 29\n4b. CITIZENSHIP: Filipino\n15. PLACE OF MARRIAGE: Manila\n16. DATE OF MARRIAGE: 02/14/2022",
         [("2022-MC-014","F97_REGISTRY_NO"),("02/20/2022","F97_DATE_OF_REGISTRATION"),("Jose","F97_HUSBAND_FIRST"),("Reyes","F97_HUSBAND_MIDDLE"),("Santos","F97_HUSBAND_LAST"),("32","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Clara","F97_WIFE_FIRST"),("Cruz","F97_WIFE_MIDDLE"),("Santos","F97_WIFE_LAST"),("29","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Manila","F97_PLACE_OF_MARRIAGE"),("02/14/2022","F97_DATE_OF_MARRIAGE")]),

        ("Registry No.: 2019-MC-088\nMC Date of Registration: 20 December 2019\nHUSBAND:\n1. NAME (First): Rafael (Middle): Bautista (Last): Torres\n2a. DATE OF BIRTH: 14 July 1985\n2b. AGE: 34\n4b. CITIZENSHIP: Filipino\nWIFE:\n1. NAME (First): Maribel (Middle): Lim (Last): Torres\n2a. DATE OF BIRTH: 20 August 1989\n2b. AGE: 30\n4b. CITIZENSHIP: Filipino\n15. PLACE OF MARRIAGE: Cebu City\n16. DATE OF MARRIAGE: 15 December 2019",
         [("2019-MC-088","F97_REGISTRY_NO"),("20 December 2019","F97_DATE_OF_REGISTRATION"),("Rafael","F97_HUSBAND_FIRST"),("Bautista","F97_HUSBAND_MIDDLE"),("Torres","F97_HUSBAND_LAST"),("34","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Maribel","F97_WIFE_FIRST"),("Lim","F97_WIFE_MIDDLE"),("Torres","F97_WIFE_LAST"),("30","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Cebu City","F97_PLACE_OF_MARRIAGE"),("15 December 2019","F97_DATE_OF_MARRIAGE")]),

        ("Registry No.: 2024-MC-003\nMC Date of Registration: March 10, 2024\nHUSBAND:\n1. NAME (First): Kevin (Middle): Navarro (Last): Diaz\n2a. DATE OF BIRTH: January 5, 1995\n2b. AGE: 29\n4b. CITIZENSHIP: Filipino\nWIFE:\n1. NAME (First): Angela (Middle): Ramos (Last): Diaz\n2a. DATE OF BIRTH: April 12, 1997\n2b. AGE: 26\n4b. CITIZENSHIP: Filipino\n15. PLACE OF MARRIAGE: Quezon City\n16. DATE OF MARRIAGE: March 5, 2024",
         [("2024-MC-003","F97_REGISTRY_NO"),("March 10, 2024","F97_DATE_OF_REGISTRATION"),("Kevin","F97_HUSBAND_FIRST"),("Navarro","F97_HUSBAND_MIDDLE"),("Diaz","F97_HUSBAND_LAST"),("29","F97_HUSBAND_AGE"),("Filipino","F97_HUSBAND_CITIZENSHIP"),("Angela","F97_WIFE_FIRST"),("Ramos","F97_WIFE_MIDDLE"),("Diaz","F97_WIFE_LAST"),("26","F97_WIFE_AGE"),("Filipino","F97_WIFE_CITIZENSHIP"),("Quezon City","F97_PLACE_OF_MARRIAGE"),("March 5, 2024","F97_DATE_OF_MARRIAGE")]),
    ]
    for t, pairs in formats_97:
        examples.append((t, {"entities": make_entities(t, pairs)}))

    # ── DATE_OF_REGISTRATION + DATE_OF_BIRTH — Form 90 ───────
    # These were the worst: F90_DATE_OF_REG=40%, GROOM/BRIDE_DOB=29-35%
    formats_90 = [
        ("Registry No.: 2023-ML-055\nML Date of Registration: 03/05/2023\nGROOM\nGroom (First): Carlo\nGroom (Middle): Mendoza\nGroom (Last): Reyes\nGroom Date of Birth: 06/12/1990\nGroom Age: 33\nGroom Place of Birth: Taguig City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Pedro\nGroom Father (Middle): Cruz\nGroom Father (Last): Reyes\nGroom Father Citizenship: Filipino\nGroom Mother (First): Rosa\nGroom Mother (Middle): Santos\nGroom Mother (Last): Reyes\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Carla\nBride (Middle): Torres\nBride (Last): Santos\nBride Date of Birth: 09/20/1994\nBride Age: 29\nBride Place of Birth: Makati City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Ramon\nBride Father (Middle): Flores\nBride Father (Last): Santos\nBride Father Citizenship: Filipino\nBride Mother (First): Nena\nBride Mother (Middle): Reyes\nBride Mother (Last): Santos\nBride Mother Citizenship: Filipino",
         [("2023-ML-055","F90_REGISTRY_NO"),("03/05/2023","F90_DATE_OF_REGISTRATION"),("Carlo","F90_GROOM_FIRST"),("Mendoza","F90_GROOM_MIDDLE"),("Reyes","F90_GROOM_LAST"),("06/12/1990","F90_GROOM_DATE_OF_BIRTH"),("33","F90_GROOM_AGE"),("Taguig City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Pedro","F90_GROOM_FATHER_FIRST"),("Cruz","F90_GROOM_FATHER_MIDDLE"),("Reyes","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Rosa","F90_GROOM_MOTHER_FIRST"),("Santos","F90_GROOM_MOTHER_MIDDLE"),("Reyes","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Carla","F90_BRIDE_FIRST"),("Torres","F90_BRIDE_MIDDLE"),("Santos","F90_BRIDE_LAST"),("09/20/1994","F90_BRIDE_DATE_OF_BIRTH"),("29","F90_BRIDE_AGE"),("Makati City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Ramon","F90_BRIDE_FATHER_FIRST"),("Flores","F90_BRIDE_FATHER_MIDDLE"),("Santos","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Nena","F90_BRIDE_MOTHER_FIRST"),("Reyes","F90_BRIDE_MOTHER_MIDDLE"),("Santos","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")]),

        ("Registry No.: 2020-ML-121\nML Date of Registration: 14 February 2020\nGROOM\nGroom (First): Dante\nGroom (Middle): Aquino\nGroom (Last): Villanueva\nGroom Date of Birth: 20 April 1988\nGroom Age: 32\nGroom Place of Birth: Iloilo City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Ernesto\nGroom Father (Middle): Santos\nGroom Father (Last): Villanueva\nGroom Father Citizenship: Filipino\nGroom Mother (First): Luz\nGroom Mother (Middle): Reyes\nGroom Mother (Last): Villanueva\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Diana\nBride (Middle): Cruz\nBride (Last): Aquino\nBride Date of Birth: 08 March 1993\nBride Age: 27\nBride Place of Birth: Bacolod City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Eduardo\nBride Father (Middle): Lim\nBride Father (Last): Aquino\nBride Father Citizenship: Filipino\nBride Mother (First): Perla\nBride Mother (Middle): Torres\nBride Mother (Last): Aquino\nBride Mother Citizenship: Filipino",
         [("2020-ML-121","F90_REGISTRY_NO"),("14 February 2020","F90_DATE_OF_REGISTRATION"),("Dante","F90_GROOM_FIRST"),("Aquino","F90_GROOM_MIDDLE"),("Villanueva","F90_GROOM_LAST"),("20 April 1988","F90_GROOM_DATE_OF_BIRTH"),("32","F90_GROOM_AGE"),("Iloilo City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Ernesto","F90_GROOM_FATHER_FIRST"),("Santos","F90_GROOM_FATHER_MIDDLE"),("Villanueva","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Luz","F90_GROOM_MOTHER_FIRST"),("Reyes","F90_GROOM_MOTHER_MIDDLE"),("Villanueva","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Diana","F90_BRIDE_FIRST"),("Cruz","F90_BRIDE_MIDDLE"),("Aquino","F90_BRIDE_LAST"),("08 March 1993","F90_BRIDE_DATE_OF_BIRTH"),("27","F90_BRIDE_AGE"),("Bacolod City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Eduardo","F90_BRIDE_FATHER_FIRST"),("Lim","F90_BRIDE_FATHER_MIDDLE"),("Aquino","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Perla","F90_BRIDE_MOTHER_FIRST"),("Torres","F90_BRIDE_MOTHER_MIDDLE"),("Aquino","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")]),

        ("Registry No.: 2024-ML-009\nML Date of Registration: May 20, 2024\nGROOM\nGroom (First): Lester\nGroom (Middle): Gomez\nGroom (Last): Padilla\nGroom Date of Birth: November 11, 1991\nGroom Age: 33\nGroom Place of Birth: Legazpi City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Aurelio\nGroom Father (Middle): Bautista\nGroom Father (Last): Padilla\nGroom Father Citizenship: Filipino\nGroom Mother (First): Celia\nGroom Mother (Middle): Santos\nGroom Mother (Last): Padilla\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Leslie\nBride (Middle): Navarro\nBride (Last): Espiritu\nBride Date of Birth: February 25, 1995\nBride Age: 29\nBride Place of Birth: Naga City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Victor\nBride Father (Middle): Torres\nBride Father (Last): Espiritu\nBride Father Citizenship: Filipino\nBride Mother (First): Gloria\nBride Mother (Middle): Reyes\nBride Mother (Last): Espiritu\nBride Mother Citizenship: Filipino",
         [("2024-ML-009","F90_REGISTRY_NO"),("May 20, 2024","F90_DATE_OF_REGISTRATION"),("Lester","F90_GROOM_FIRST"),("Gomez","F90_GROOM_MIDDLE"),("Padilla","F90_GROOM_LAST"),("November 11, 1991","F90_GROOM_DATE_OF_BIRTH"),("33","F90_GROOM_AGE"),("Legazpi City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Aurelio","F90_GROOM_FATHER_FIRST"),("Bautista","F90_GROOM_FATHER_MIDDLE"),("Padilla","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Celia","F90_GROOM_MOTHER_FIRST"),("Santos","F90_GROOM_MOTHER_MIDDLE"),("Padilla","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Leslie","F90_BRIDE_FIRST"),("Navarro","F90_BRIDE_MIDDLE"),("Espiritu","F90_BRIDE_LAST"),("February 25, 1995","F90_BRIDE_DATE_OF_BIRTH"),("29","F90_BRIDE_AGE"),("Naga City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Victor","F90_BRIDE_FATHER_FIRST"),("Torres","F90_BRIDE_FATHER_MIDDLE"),("Espiritu","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Gloria","F90_BRIDE_MOTHER_FIRST"),("Reyes","F90_BRIDE_MOTHER_MIDDLE"),("Espiritu","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")]),

        ("Registry No.: 2017-ML-066\nML Date of Registration: 12/18/2017\nGROOM\nGroom (First): Marco\nGroom (Middle): dela Paz\nGroom (Last): Valdez\nGroom Date of Birth: 07/04/1985\nGroom Age: 32\nGroom Place of Birth: Tarlac City\nGroom Sex: Male\nGroom Citizenship: Filipino\nGroom Father (First): Rodrigo\nGroom Father (Middle): Reyes\nGroom Father (Last): Valdez\nGroom Father Citizenship: Filipino\nGroom Mother (First): Milagros\nGroom Mother (Middle): Santos\nGroom Mother (Last): Valdez\nGroom Mother Citizenship: Filipino\nBRIDE\nBride (First): Marcia\nBride (Middle): Castillo\nBride (Last): de Guzman\nBride Date of Birth: 11/30/1990\nBride Age: 27\nBride Place of Birth: Tarlac City\nBride Sex: Female\nBride Citizenship: Filipino\nBride Father (First): Bernardo\nBride Father (Middle): Cruz\nBride Father (Last): de Guzman\nBride Father Citizenship: Filipino\nBride Mother (First): Erlinda\nBride Mother (Middle): Ramos\nBride Mother (Last): de Guzman\nBride Mother Citizenship: Filipino",
         [("2017-ML-066","F90_REGISTRY_NO"),("12/18/2017","F90_DATE_OF_REGISTRATION"),("Marco","F90_GROOM_FIRST"),("dela Paz","F90_GROOM_MIDDLE"),("Valdez","F90_GROOM_LAST"),("07/04/1985","F90_GROOM_DATE_OF_BIRTH"),("32","F90_GROOM_AGE"),("Tarlac City","F90_GROOM_PLACE_OF_BIRTH"),("Male","F90_GROOM_SEX"),("Filipino","F90_GROOM_CITIZENSHIP"),("Rodrigo","F90_GROOM_FATHER_FIRST"),("Reyes","F90_GROOM_FATHER_MIDDLE"),("Valdez","F90_GROOM_FATHER_LAST"),("Filipino","F90_GROOM_FATHER_CITIZENSHIP"),("Milagros","F90_GROOM_MOTHER_FIRST"),("Santos","F90_GROOM_MOTHER_MIDDLE"),("Valdez","F90_GROOM_MOTHER_LAST"),("Filipino","F90_GROOM_MOTHER_CITIZENSHIP"),("Marcia","F90_BRIDE_FIRST"),("Castillo","F90_BRIDE_MIDDLE"),("de Guzman","F90_BRIDE_LAST"),("11/30/1990","F90_BRIDE_DATE_OF_BIRTH"),("27","F90_BRIDE_AGE"),("Tarlac City","F90_BRIDE_PLACE_OF_BIRTH"),("Female","F90_BRIDE_SEX"),("Filipino","F90_BRIDE_CITIZENSHIP"),("Bernardo","F90_BRIDE_FATHER_FIRST"),("Cruz","F90_BRIDE_FATHER_MIDDLE"),("de Guzman","F90_BRIDE_FATHER_LAST"),("Filipino","F90_BRIDE_FATHER_CITIZENSHIP"),("Erlinda","F90_BRIDE_MOTHER_FIRST"),("Ramos","F90_BRIDE_MOTHER_MIDDLE"),("de Guzman","F90_BRIDE_MOTHER_LAST"),("Filipino","F90_BRIDE_MOTHER_CITIZENSHIP")]),
    ]
    for t, pairs in formats_90:
        examples.append((t, {"entities": make_entities(t, pairs)}))

    return examples


def build_spacy_file(data, output_path):
    nlp     = spacy.blank("en")
    doc_bin = DocBin()
    skipped = 0
    saved   = 0
    for text, annotation in data:
        doc  = nlp.make_doc(text)
        ents = []
        for start, end, label in annotation["entities"]:
            while start < end and text[start].isspace():
                start += 1
            while end > start and text[end - 1].isspace():
                end -= 1
            if start >= end:
                skipped += 1
                continue
            # Try expand first — catches short single-token values (ages: '88', '24')
            # contract returns None for these when char boundaries don't align exactly
            span = doc.char_span(start, end, label=label, alignment_mode="expand")
            if span is None:
                print(f"  WARNING skipped: [{label}] '{text[start:end]}'")
                skipped += 1
                continue
            # If expand grew into whitespace, fall back to contract
            if span.text != span.text.strip():
                span = doc.char_span(start, end, label=label, alignment_mode="contract")
                if span is None:
                    skipped += 1
                    continue
            # Final guard — zero tolerance for whitespace (causes E024)
            if not span.text.strip() or span.text != span.text.strip():
                print(f"  WARNING whitespace span: [{label}] '{text[start:end]}'")
                skipped += 1
                continue
            ents.append(span)
        doc.ents = filter_spans(ents)
        doc_bin.add(doc)
        saved += 1
    Path(output_path).parent.mkdir(parents=True, exist_ok=True)
    doc_bin.to_disk(output_path)
    print(f"  Saved {saved} docs -> {output_path}")
    if skipped:
        print(f"  Skipped {skipped} bad spans")


if __name__ == "__main__":
    print("=" * 60)
    print("  PREPARING CIVIL REGISTRY NER TRAINING DATA")
    print("=" * 60)
    print("\n  NER role: extract FIELD VALUES from documents")
    print("  MNB role: classify GROOM vs BRIDE (separate model)\n")

    f102  = form102_examples()
    f103  = form103_examples()
    f97   = form97_examples()
    f90   = form90_bc_examples()
    boost = weak_label_booster_examples()

    print(f"  Form 102 -> 1A  (Birth Certificate):       {len(f102):>3} examples")
    print(f"  Form 103 -> 2A  (Death Certificate):       {len(f103):>3} examples")
    print(f"  Form 97  -> 3A  (Marriage Certificate):    {len(f97):>3} examples")
    print(f"  Form 90        (Birth Cert for F90 NER):   {len(f90):>3} examples")
    print(f"                  (10 male + 10 female)")
    print(f"  Weak label boosters (DATE_OF_REG / DOB):   {len(boost):>3} examples")
    print(f"  {'─'*48}")
    total = len(f102) + len(f103) + len(f97) + len(f90) + len(boost)
    print(f"  Total:                                     {total:>3} examples")

    # ── STRATIFIED SPLIT ──────────────────────────────────
    # Take 20% from EACH form type separately.
    # A flat split (all_data[:80]) put all F90 in dev and none in train
    # which caused ENTS_F=0.00 because model never saw F90 labels.
    def stratified_split(examples, dev_ratio=0.2):
        n_dev = max(1, int(len(examples) * dev_ratio))
        return examples[n_dev:], examples[:n_dev]  # train, dev

    train102, dev102 = stratified_split(f102)
    train103, dev103 = stratified_split(f103)
    train97,  dev97  = stratified_split(f97)
    train90,  dev90  = stratified_split(f90)

    # Boosters go entirely into train (they are targeted augmentations)
    train = train102 + train103 + train97 + train90 + boost
    dev   = dev102   + dev103   + dev97   + dev90

    print(f"\n  Stratified split (20% from each form type):")
    print(f"  {'Form':<10} {'Train':>6}  {'Dev':>6}")
    print(f"  {'─'*26}")
    print(f"  {'F102':<10} {len(train102):>6}  {len(dev102):>6}")
    print(f"  {'F103':<10} {len(train103):>6}  {len(dev103):>6}")
    print(f"  {'F97':<10}  {len(train97):>6}  {len(dev97):>6}")
    print(f"  {'F90':<10}  {len(train90):>6}  {len(dev90):>6}")
    print(f"  {'─'*26}")
    print(f"  {'TOTAL':<10} {len(train):>6}  {len(dev):>6}\n")

    build_spacy_file(train, "data/training/train.spacy")
    build_spacy_file(dev,   "data/training/dev.spacy")
    print("\n  Done! Next steps:")
    print("    1. python training/train.py       (train NER)")
    print("    2. python training/train_mnb.py   (train MNB classifier)")