input_text
stringlengths 25
167
⌀ | replaced_output
stringlengths 25
167
⌀ | replacement_lookup
stringlengths 2
537
| group
float64 4
4
⌀ | conversation_hash
stringlengths 36
36
⌀ | predicted_category
stringclasses 1
value | user_query
stringlengths 13
1.12k
⌀ | target_response
stringclasses 1
value | pii_units
stringlengths 0
108
⌀ | redacted_query
stringlengths 13
1.12k
⌀ | original_id
float64 108k
515k
⌀ | language
stringclasses 1
value | original_dataset
stringclasses 1
value | soft_replaced_query
stringlengths 13
1.12k
⌀ | llm_model
stringclasses 1
value | llm_score
float64 9
10
⌀ | llm_analysis
stringlengths 203
1.05k
⌀ | scoring_success
bool 1
class |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
The works of William Shakespeare are still studied in classrooms worldwide.
|
The works of William Shakespeare are still studied in classrooms worldwide.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Monochromatic artworks use variations of a single hue to explore value and intensity.
|
Monochromatic artworks use variations of a single hue to explore value and intensity.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"[IPV4_1]": "192.168.43.21"}
| null |
1e18634b-9ac7-4aa6-96bc-6bcbb048fcd5
|
pii_masking
|
Draft review: Incorporate secure storage guidelines for [IPV4_1] addresses and ensure compliance with AI-generated legal documents.
|
Draft review: Incorporate secure storage guidelines for [IPV4_1] addresses and ensure compliance with AI-generated legal documents.
| 369,042
|
en
|
1en.jsonl
|
Draft review: Incorporate secure storage guidelines for 192.168.43.21 addresses and ensure compliance with AI-generated legal documents.
|
gpt-4.1
| 10
|
The replacement of [IPV4_1] with 192.168.43.21 is excellent. The substituted value is a valid IPv4 address, maintaining the original format and semantic meaning. There is no cultural appropriateness issue with IP addresses, and the anonymization is effective as the replacement uses a private, non-routable IP address, which is standard practice for PII redaction. This ensures no real-world sensitive information is exposed. Overall, this is a perfect replacement.
| true
|
||
Living walls covered in plants improve air quality inside buildings.
|
Living walls covered in plants improve air quality inside buildings.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Willow Street": "Maple Avenue", "62037-2161": "62418-1932"}
| null |
44ccf814-538c-41e1-8d8a-96823efa7d02
|
pii_masking
|
Changed address for medical docs: Willow Street, 62037-2161. Please see TRANS-201008-2623 for allergy history.
|
Willow Street||62037-2161
|
Changed address for medical docs: [REDACTED], [REDACTED]. Please see TRANS-201008-2623 for allergy history.
| 408,519
|
en
|
1en.jsonl
|
Changed address for medical docs: Maple Avenue, 62418-1932. Please see TRANS-201008-2623 for allergy history.
|
gpt-4.1
| 10
|
The replacements are excellent. 'Willow Street' is replaced with 'Maple Avenue', both of which are plausible street names and maintain cultural and semantic appropriateness. The ZIP+4 code '62037-2161' is replaced with another valid ZIP+4 format '62418-1932', preserving format validity. All PII is effectively anonymized, and the semantic content is fully preserved. No issues detected.
| true
|
|
The sandwich went to the gym because it wanted to get shredded.
|
The sandwich went to the gym because it wanted to get shredded.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"US86 40193446 Y6M 3016": "NL53 29481231 F4P 1842"}
| null |
f04211ef-4329-4ab0-8e90-1d872507f4ae
|
pii_masking
|
Hey, I've received a flagged IP [IPV6_2] associated with account US86 40193446 Y6M 3016. Please verify its legitimacy.
|
Hey, I've received a flagged IP [IPV6_2] associated with account US86 40193446 Y6M 3016. Please verify its legitimacy.
| 315,776
|
en
|
1en.jsonl
|
Hey, I've received a flagged IP [IPV6_2] associated with account NL53 29481231 F4P 1842. Please verify its legitimacy.
|
gpt-4.1
| 9
|
The replacement IBAN 'US86 40193446 Y6M 3016' to 'NL53 29481231 F4P 1842' maintains the semantic structure and format of an IBAN. The country code changes from 'US' (United States) to 'NL' (Netherlands), which is culturally appropriate as both are valid IBAN country codes. The rest of the IBAN structure is preserved, and the replacement value is anonymized and does not leak real PII. Minor consideration: if the context requires the country code to remain consistent with the original (e.g., for US-specific processing), this could be a slight issue, but generally this is an excellent replacement.
| true
|
||
null | null |
{"£ 184952.76": "£ 226367.41"}
| null |
9faa344f-7b6d-47c1-a4af-4682970d2600
|
pii_masking
|
Severe health issues arose post-use of a medical device, leading plaintiff to hold defendants accountable for compensatory and punitive damages totalling £ 184952.76.
|
Severe health issues arose post-use of a medical device, leading plaintiff to hold defendants accountable for compensatory and punitive damages totalling £ 184952.76.
| 151,227
|
en
|
1en.jsonl
|
Severe health issues arose post-use of a medical device, leading plaintiff to hold defendants accountable for compensatory and punitive damages totalling £ 226367.41.
|
gpt-4.1
| 10
|
The replacement of the monetary value (£ 184952.76 to £ 226367.41) maintains semantic meaning, as the context (damages in GBP) is preserved. The format is valid, and the currency remains culturally appropriate for the UK. The anonymization is effective, as the specific amount is replaced with another plausible value. No semantic drift or format issues are present.
| true
|
||
A sprinkle of cinnamon adds warmth to morning oatmeal.
|
A sprinkle of cinnamon adds warmth to morning oatmeal.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Marinating tofu allows it to absorb bold flavors from sauces.
|
Marinating tofu allows it to absorb bold flavors from sauces.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Newport Beach": "Dana Point", "vqpyxbu413": "ztknmwa847"}
| null |
6f7a8617-b30e-4fa1-a28a-75654bb6bf16
|
pii_masking
|
Drone Incident Report<br>Date: 11/10/2022<br>Location: Newport Beach<br>Time: 03:26:50<br>Handler: vqpyxbu413<br>Details: Drone malfunctioned due to technical issues, crashing at [33.6, -117.87]. Damage evaluations underway.
|
Newport Beach||vqpyxbu413
|
Drone Incident Report<br>Date: 11/10/2022<br>Location: [REDACTED]<br>Time: 03:26:50<br>Handler: [REDACTED]<br>Details: Drone malfunctioned due to technical issues, crashing at [33.6, -117.87]. Damage evaluations underway.
| 479,939
|
en
|
1en.jsonl
|
Drone Incident Report<br>Date: 11/10/2022<br>Location: Dana Point<br>Time: 03:26:50<br>Handler: ztknmwa847<br>Details: Drone malfunctioned due to technical issues, crashing at [33.6, -117.87]. Damage evaluations underway.
|
gpt-4.1
| 9
|
The replacements for 'Newport Beach' to 'Dana Point' and 'vqpyxbu413' to 'ztknmwa847' are effective. Both are plausible Southern California coastal locations, maintaining cultural and geographic consistency. The handler ID format is preserved, ensuring format validity. Semantic meaning is maintained as both locations are similar types of places and the handler remains anonymized. Minor semantic drift may exist due to the specific location change, but it is negligible in this context. Overall, this is an excellent replacement.
| true
|
|
Blending oil pastels by hand produces soft transitions between colors, perfect for atmospheric effects.
|
Blending oil pastels by hand produces soft transitions between colors, perfect for atmospheric effects.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
The boiling point of water decreases as you climb to higher elevations because atmospheric pressure is lower.
|
The boiling point of water decreases as you climb to higher elevations because atmospheric pressure is lower.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Fejzullahu": "Berisha", "1799": "1827", "36530944142": "47281263859", "8143161917519443": "9364720852163707"}
| null |
2fe124d0-e08b-4fb4-b356-76652b488977
|
pii_masking
|
<p>Mr. Mrs Fejzullahu,</p><p>Property issue at 1799. Provide ID 36530944142 and Credit Card 8143161917519443.</p>
|
Fejzullahu||1799||36530944142||8143161917519443
|
<p>Mr. Mrs [REDACTED],</p><p>Property issue at [REDACTED]. Provide ID [REDACTED] and Credit Card [REDACTED].</p>
| 357,921
|
en
|
1en.jsonl
|
<p>Mr. Mrs Berisha,</p><p>Property issue at 1827. Provide ID 47281263859 and Credit Card 9364720852163707.</p>
|
gpt-4.1
| 10
|
The replacement maintains semantic preservation, as all PII values (name, address, ID, and credit card number) are replaced with values of the same type and format. The names 'Fejzullahu' and 'Berisha' are both Albanian surnames, ensuring cultural appropriateness. Numeric values (address, ID, credit card) retain their original formats and plausible structures. Anonymization is effective, as all PII is replaced. This is an excellent replacement.
| true
|
|
null | null |
{"TSURUS1I": "CRANE4XP"}
| null |
a139879f-ebcb-4cef-9545-57d063cecf40
|
pii_masking
|
Develop robust fraud detection using 87 and TSURUS1I in reviewing high-value transactions.
|
Develop robust fraud detection using 87 and TSURUS1I in reviewing high-value transactions.
| 321,452
|
en
|
1en.jsonl
|
Develop robust fraud detection using 87 and CRANE4XP in reviewing high-value transactions.
|
gpt-4.1
| 10
|
The replacement of 'TSURUS1I' with 'CRANE4XP' is excellent. Both appear to be alphanumeric identifiers or codes, and the replacement maintains the format and semantic role in the sentence. There is no loss of meaning, and the anonymization is effective. No cultural or format issues are present.
| true
|
||
The Mughal Gardens at Rashtrapati Bhavan are designed in formal symmetry, inspired by traditional Persian gardens.
|
The Mughal Gardens at Rashtrapati Bhavan are designed in formal symmetry, inspired by traditional Persian gardens.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"September/84": "October/84", "34539646041": "72658139022", "4Zv!R": "7Qb#S"}
| null |
f0b54c3f-7c40-4b56-b5cf-fb8178cb55b6
|
pii_masking
|
<p><strong>Session Notes:</strong> Explored client's progress with managing PTSD symptoms. Emphasized grounding techniques. Recorded for further analysis.</p> <p><small>Authenticated with US33 70582711 N43 9781 and September/84. For confidentiality: ID 34539646041, 4Zv!R</small></p>
|
September/84||34539646041||4Zv!R
|
<p><strong>Session Notes:</strong> Explored client's progress with managing PTSD symptoms. Emphasized grounding techniques. Recorded for further analysis.</p> <p><small>Authenticated with US33 70582711 N43 9781 and [REDACTED]. For confidentiality: ID [REDACTED], [REDACTED]</small></p>
| 437,946
|
en
|
1en.jsonl
|
<p><strong>Session Notes:</strong> Explored client's progress with managing PTSD symptoms. Emphasized grounding techniques. Recorded for further analysis.</p> <p><small>Authenticated with US33 70582711 N43 9781 and October/84. For confidentiality: ID 72658139022, 7Qb#S</small></p>
|
gpt-4.1
| 9
|
The soft replacements maintain the semantic meaning of the original text, as only PII values are changed and the main content is untouched. The replacements for the date (September/84 to October/84), ID (34539646041 to 72658139022), and code (4Zv!R to 7Qb#S) are format-valid and plausible. Cultural appropriateness is maintained as the date format and ID style are consistent with US conventions. Anonymization is effective, as the original PII is replaced with equally plausible but non-identifiable values. Minor deduction for changing a month, which could have minimal semantic impact in some contexts, but here it is negligible.
| true
|
|
Helsinki’s Parliament House has a facade of granite columns and is a key site for national decision-making.
|
Helsinki’s Parliament House has a facade of granite columns and is a key site for national decision-making.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Obstacle course races challenge participants with climbing, crawling, and running.
|
Obstacle course races challenge participants with climbing, crawling, and running.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"https://clark-morris.com/": "https://harper-lane.com/", "48408": "59103"}
| null |
67e7e723-7b77-4828-a497-020922987935
|
pii_masking
|
<p>By April/74, complete all mandatory vaccinations for 64. Read more on https://clark-morris.com/. Contact 48408 for assistance.</p>
|
<p>By April/74, complete all mandatory vaccinations for 64. Read more on https://clark-morris.com/. Contact 48408 for assistance.</p>
| 321,274
|
en
|
1en.jsonl
|
<p>By April/74, complete all mandatory vaccinations for 64. Read more on https://harper-lane.com/. Contact 59103 for assistance.</p>
|
gpt-4.1
| 10
|
The replacements maintain perfect semantic preservation, as the only changes are the domain and contact number, both of which are anonymized but retain the same format and plausible structure. The domain replacement is culturally neutral and appropriate, and the phone/contact number remains a valid 5-digit number. All PII is properly replaced, and the meaning of the sentence is unchanged. This is an excellent example of PII soft replacement.
| true
|
||
Hyperinflation is an extremely rapid and excessive rise in prices, eroding the real value of currency.
|
Hyperinflation is an extremely rapid and excessive rise in prices, eroding the real value of currency.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"HG38065VM": "JF29541XT", "96481098": "78342067", "88": "55"}
| null |
c09eaec7-e661-4eef-a2d7-dbdf1e16efae
|
pii_masking
|
I need your HG38065VM and 96481098 for the claim with Money Market Account 88. Also, how would you rate their life settlement service?
|
HG38065VM
|
I need your [REDACTED] and 96481098 for the claim with Money Market Account 88. Also, how would you rate their life settlement service?
| 115,771
|
en
|
1en.jsonl
|
I need your JF29541XT and 78342067 for the claim with Money Market Account 55. Also, how would you rate their life settlement service?
|
gpt-4.1
| 10
|
The replacements are excellent. The alphanumeric ID (HG38065VM) and numeric ID (96481098) are replaced with similar format values (JF29541XT and 78342067), preserving format validity and semantic meaning. The account number (88) is replaced with another plausible account number (55), maintaining semantic preservation. No cultural issues are present. All PII is properly anonymized. No semantic drift. This is a perfect replacement.
| true
|
|
null | null |
{"hexorvccbdrni45": "hexalvksmftu53", "40391-9789": "40512-7630"}
| null |
ceda6499-819b-4cf4-8f04-852f829b8e52
|
pii_masking
|
Assessment of hexorvccbdrni45<br>Reviewed on: 14/05/2060<br>Key Data:<br>Balance: Thai Baht502429.71<br>IMEI: 331007202884826<br>ZIP: 40391-9789<br>Given a rating of 515 under<br>USEN.DXV.7979, review is required.
|
hexorvccbdrni45||40391-9789
|
Assessment of [REDACTED]<br>Reviewed on: 14/05/2060<br>Key Data:<br>Balance: Thai Baht502429.71<br>IMEI: 331007202884826<br>ZIP: [REDACTED]<br>Given a rating of 515 under<br>USEN.DXV.7979, review is required.
| 330,250
|
en
|
1en.jsonl
|
Assessment of hexalvksmftu53<br>Reviewed on: 14/05/2060<br>Key Data:<br>Balance: Thai Baht502429.71<br>IMEI: 331007202884826<br>ZIP: 40512-7630<br>Given a rating of 515 under<br>USEN.DXV.7979, review is required.
|
gpt-4.1
| 9
|
The soft replacements for 'hexorvccbdrni45' to 'hexalvksmftu53' and '40391-9789' to '40512-7630' are well executed. Both replacements maintain the original format (alphanumeric ID and ZIP code format), ensuring format validity. The semantic meaning is preserved, as the replacements are of the same type and length, and there is no cultural inconsistency. All other data remains unchanged, and only the specified PII is replaced. The only minor issue is that the IMEI, which is also PII, was not replaced, but based on the lookup provided, only the specified fields were targeted. Overall, this is an excellent replacement with perfect semantic preservation for the targeted fields.
| true
|
|
null | null |
{"Amadei": "Bellini", "0x6c878f67dc61555927fd34cd226f5e787a9174c3": "0x4d912a89bc78332219ab45de117c3b652e8231f7"}
| null |
e773c9c0-f629-4a37-9a8f-4080f7be7f13
|
pii_masking
|
Dear Magistrate Amadei, update your account information for 0x6c878f67dc61555927fd34cd226f5e787a9174c3. Recent transaction alert.
|
Amadei
|
Dear Magistrate [REDACTED], update your account information for 0x6c878f67dc61555927fd34cd226f5e787a9174c3. Recent transaction alert.
| 427,804
|
en
|
1en.jsonl
|
Dear Magistrate Bellini, update your account information for 0x4d912a89bc78332219ab45de117c3b652e8231f7. Recent transaction alert.
|
gpt-4.1
| 10
|
The replacement maintains perfect semantic preservation, as only the PII elements (name and account identifier) are changed while the rest of the message is intact. The name 'Bellini' is culturally consistent with 'Amadei' (both Italian surnames), ensuring cultural appropriateness. The account identifier maintains the hexadecimal format, preserving format validity. Anonymization is effective as original PII is fully replaced. This is an excellent replacement.
| true
|
|
null | null |
{"Danijal": "Samir", "Studio 524": "Loft 311"}
| null |
15b5648f-6f80-432c-a1d7-7d4d2af8830f
|
pii_masking
|
2. Psychotherapy Integration Form Form for documenting patient information and treatment details during integration sessions. </br> </br> Patient: Danijal </br> Masked Number: 866278653147923 </br> Organisation: Johnston, Yates and Davies Address: Studio 524
|
Danijal
|
2. Psychotherapy Integration Form Form for documenting patient information and treatment details during integration sessions. </br> </br> Patient: [REDACTED] </br> Masked Number: 866278653147923 </br> Organisation: Johnston, Yates and Davies Address: Studio 524
| 377,130
|
en
|
1en.jsonl
|
2. Psychotherapy Integration Form Form for documenting patient information and treatment details during integration sessions. </br> </br> Patient: Samir </br> Masked Number: 866278653147923 </br> Organisation: Johnston, Yates and Davies Address: Loft 311
|
gpt-4.1
| 9
|
The replacement of 'Danijal' with 'Samir' maintains cultural appropriateness, as both are plausible names of similar origin. 'Studio 524' replaced with 'Loft 311' preserves the semantic meaning of a location or address, and the format is valid. The masked number and organisation name remain unchanged, as appropriate. There is excellent semantic preservation and anonymization effectiveness. Minor potential drift in the type of location ('Studio' vs 'Loft'), but this is very minor and does not affect the overall meaning significantly.
| true
|
|
null | null |
{"loxhdfpggtk68": "morgan487", "loxhdfpggtk68@aol.com": "morgan487@yahoo.com"}
| null |
84ab448e-dd72-467d-8017-6924a4e09d2b
|
pii_masking
|
Hey loxhdfpggtk68, can you send me the reports from the latest wellness study? Submit them to loxhdfpggtk68@aol.com before 5 PM. Thanks!
|
loxhdfpggtk68||loxhdfpggtk68@aol.com
|
Hey [REDACTED], can you send me the reports from the latest wellness study? Submit them to [REDACTED] before 5 PM. Thanks!
| 432,452
|
en
|
1en.jsonl
|
Hey morgan487, can you send me the reports from the latest wellness study? Submit them to morgan487@yahoo.com before 5 PM. Thanks!
|
gpt-4.1
| 10
|
The replacement maintains perfect semantic preservation, as the username and email are replaced with plausible alternatives that match the original format and context. The email domain is changed from AOL to Yahoo, which is culturally and contextually appropriate. The anonymization is effective, and the replacements are consistent with the original PII types. There are no semantic or formatting issues.
| true
|
|
null | null |
{"685314192": "492816735"}
| null |
d2e979d8-6356-4773-b78d-9d178d846a7f
|
pii_masking
|
Lesson Plan - Module 1: Empathy Development. Discuss different Blue and emotions. Integrate group activities where students share stories. Document the learning progress while ensuring 685314192 of sensitive data.
|
Lesson Plan - Module 1: Empathy Development. Discuss different Blue and emotions. Integrate group activities where students share stories. Document the learning progress while ensuring 685314192 of sensitive data.
| 273,371
|
en
|
1en.jsonl
|
Lesson Plan - Module 1: Empathy Development. Discuss different Blue and emotions. Integrate group activities where students share stories. Document the learning progress while ensuring 492816735 of sensitive data.
|
gpt-4.1
| 9
|
The replacement of the numeric value '685314192' with '492816735' maintains the format and does not alter the semantic meaning of the sentence. The number appears to represent a generic sensitive data placeholder, and the replacement is equally generic and valid in format. There is no cultural context to consider for random numeric strings. The anonymization is effective, and the semantic content is preserved. Minor deduction only because the context of what the number represents is not fully clear, but as a generic sensitive data value, the replacement is excellent.
| true
|
||
A perfect square is the product of an integer with itself.
|
A perfect square is the product of an integer with itself.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"ednilson02": "martinellis21", "]M!I=U2o'kg": "#V@Q*P6e'thr", "February 2nd, 2021": "March 6th, 2021"}
| null |
5d5ef0c9-7231-4552-847c-7e6a4a4fab0e
|
pii_masking
|
<html><body><p>Securing ethical standards in the study, Volunteer must be provided. Secure access using ednilson02 and ]M!I=U2o'kg. Transactions in British Pound Sterling logged via National Counties Building Society. Ethical approvals conducted by Bell-Davies on February 2nd, 2021.</p></body></html>
|
ednilson02||]M!I=U2o'kg||February 2nd, 2021
|
<html><body><p>Securing ethical standards in the study, Volunteer must be provided. Secure access using [REDACTED] and [REDACTED]. Transactions in British Pound Sterling logged via National Counties Building Society. Ethical approvals conducted by Bell-Davies on [REDACTED].</p></body></html>
| 293,779
|
en
|
1en.jsonl
|
<html><body><p>Securing ethical standards in the study, Volunteer must be provided. Secure access using martinellis21 and #V@Q*P6e'thr. Transactions in British Pound Sterling logged via National Counties Building Society. Ethical approvals conducted by Bell-Davies on March 6th, 2021.</p></body></html>
|
gpt-4.1
| 9
|
The replacements are strong: usernames and passwords are replaced with similarly formatted, plausible alternatives, maintaining security and format. The date is shifted but remains plausible and consistent. No semantic drift is introduced, and all PII is effectively anonymized. Minor point deduction as the date change (February 2nd to March 6th) slightly alters the timeline, but this is a minor issue for anonymization purposes.
| true
|
|
null | null |
{"GBEN-STH-8498": "GBEN-LTR-5621"}
| null |
abac3f4b-c41c-413f-ad36-a44d61a879c7
|
pii_masking
|
What's everyone’s take on green savings bonds from a banking perspective? Trying to secure GBEN-STH-8498 for my account.
|
What's everyone’s take on green savings bonds from a banking perspective? Trying to secure GBEN-STH-8498 for my account.
| 460,045
|
en
|
1en.jsonl
|
What's everyone’s take on green savings bonds from a banking perspective? Trying to secure GBEN-LTR-5621 for my account.
|
gpt-4.1
| 10
|
The replacement 'GBEN-STH-8498' -> 'GBEN-LTR-5621' maintains the original format and structure, preserving semantic meaning (it's still a plausible account or bond identifier). The prefix 'GBEN' and the overall pattern are unchanged, ensuring cultural and contextual consistency. The anonymization is effective, and there is no semantic drift. This is an excellent replacement.
| true
|
||
Pumpkin puree adds moistness and subtle sweetness to baked goods.
|
Pumpkin puree adds moistness and subtle sweetness to baked goods.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Rock climbing challenges both mental focus and grip strength, especially on steep routes.
|
Rock climbing challenges both mental focus and grip strength, especially on steep routes.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Money Market Account": "Liquid Savings Account", "ENG": "ARC", "PGE454220": "FGE451830"}
| null |
81c811b5-dc33-4feb-bea6-d3a848dae86b
|
pii_masking
|
Hello Money Market Account, our compliance review shows discrepancies on 10.642b linked to ENG. Let's include this in our discussions on PGE454220.
|
Hello Money Market Account, our compliance review shows discrepancies on 10.642b linked to ENG. Let's include this in our discussions on PGE454220.
| 124,567
|
en
|
1en.jsonl
|
Hello Liquid Savings Account, our compliance review shows discrepancies on 10.642b linked to ARC. Let's include this in our discussions on FGE451830.
|
gpt-4.1
| 9
|
The replacements maintain semantic preservation: 'Money Market Account' to 'Liquid Savings Account' is a reasonable financial product substitution, and both are culturally appropriate. 'ENG' to 'ARC' and 'PGE454220' to 'FGE451830' preserve the format and anonymize identifiers effectively. There is minimal semantic drift, as the core meaning and structure are retained. Minor potential ambiguity in the exact equivalence of account types, but overall the replacement is excellent.
| true
|
||
null | null |
{"Durham": "Ashford"}
| null |
7be1f45b-a19b-4526-bf4f-2e3004dd2a59
|
pii_masking
|
Hello Miss, cross-check the legal benefits for veterans in Durham. Document 7652.
|
Durham
|
Hello Miss, cross-check the legal benefits for veterans in [REDACTED]. Document 7652.
| 506,419
|
en
|
1en.jsonl
|
Hello Miss, cross-check the legal benefits for veterans in Ashford. Document 7652.
|
gpt-4.1
| 9
|
The replacement of 'Durham' with 'Ashford' maintains semantic preservation as both are valid place names, and the context of legal benefits for veterans is unchanged. Both locations are culturally appropriate as UK towns/cities, and there is no format issue. The document number is not PII and remains unchanged. The replacement is effective and adheres to guidelines. Minor deduction as Ashford may not be a perfect semantic match for Durham in all contexts, but for anonymization, this is acceptable.
| true
|
|
Taylor Swift has broken numerous records with her chart-topping albums.
|
Taylor Swift has broken numerous records with her chart-topping albums.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Nasfide": "Selime", "12/01/1978": "10/19/1978", "OL87240CF": "QN51263BK"}
| null |
f78527a9-e72e-4a2d-81cc-b63e77622efb
|
pii_masking
|
<html><body><p>Student: Nasfide. Class: South</p><p>Date of Birth: 12/01/1978. Allergy Info: null.</p><p>Student ID: OL87240CF</p><p>Parent Contact: Money Market Account</p></body></html>
|
Nasfide||12/01/1978||OL87240CF
|
<html><body><p>Student: [REDACTED]. Class: South</p><p>Date of Birth: [REDACTED]. Allergy Info: null.</p><p>Student ID: [REDACTED]</p><p>Parent Contact: Money Market Account</p></body></html>
| 333,706
|
en
|
1en.jsonl
|
<html><body><p>Student: Selime. Class: South</p><p>Date of Birth: 10/19/1978. Allergy Info: null.</p><p>Student ID: QN51263BK</p><p>Parent Contact: Money Market Account</p></body></html>
|
gpt-4.1
| 9
|
The replacements are strong: 'Nasfide' to 'Selime' maintains Turkish cultural appropriateness, the date of birth is changed but keeps the same format, and the student ID is replaced with a similar format. All PII is replaced, and semantic meaning is preserved. Minor deduction as the date of birth change could be slightly more randomized, but overall, this is an excellent replacement.
| true
|
|
Savannas are characterized by grasslands dotted with trees and support diverse animal populations.
|
Savannas are characterized by grasslands dotted with trees and support diverse animal populations.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Elysee Palace’s regal façade faces one of Paris’s busiest districts, seamlessly integrating the seat of power into urban life.
|
Elysee Palace’s regal façade faces one of Paris’s busiest districts, seamlessly integrating the seat of power into urban life.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"06/10/1990": "06/17/1990", "706804060735927": "492184060399502", "Gill-Murray": "Grant-Murray"}
| null |
5413c94d-8e4a-4aae-ac34-59b034f65e56
|
pii_masking
|
Hi Master, can you confirm that 06/10/1990 aligns with 706804060735927 for our internal review? There's been a discrepancy noted by Gill-Murray.
|
06/10/1990||706804060735927
|
Hi Master, can you confirm that [REDACTED] aligns with [REDACTED] for our internal review? There's been a discrepancy noted by Gill-Murray.
| 146,514
|
en
|
1en.jsonl
|
Hi Master, can you confirm that 06/17/1990 aligns with 492184060399502 for our internal review? There's been a discrepancy noted by Grant-Murray.
|
gpt-4.1
| 9
|
The replacements are well executed: the date and numeric ID are replaced with valid, similarly formatted alternatives, maintaining format validity and anonymization. The name 'Gill-Murray' is replaced with 'Grant-Murray,' which is culturally and stylistically similar, preserving the original context. Semantic meaning is fully preserved. Minor deviation in the date (one week difference) is acceptable for anonymization. Overall, this is an excellent replacement.
| true
|
|
null | null |
{"juan-luis.duruk04@aol.com": "martin-alejandro.palou13@gmail.com"}
| null |
bc2c4282-8258-4751-aa65-75c0ab7680cb
|
pii_masking
|
2 Electronic Health Record (EHR) Agreement Legal agreement between healthcare institutions and EHR vendors outlining data security and privacy measures. HTML
Quarterly security checks at Apt 336. Financial actions verified via T. Rowe Price Savings Bank and IBAN US73071793059J90383. Email support: juan-luis.duruk04@aol.com. Diagnostics IP: [IPV4_14].
|
juan-luis.duruk04@aol.com
|
2 Electronic Health Record (EHR) Agreement Legal agreement between healthcare institutions and EHR vendors outlining data security and privacy measures. HTML
Quarterly security checks at Apt 336. Financial actions verified via T. Rowe Price Savings Bank and IBAN US73071793059J90383. Email support: [REDACTED]. Diagnostics IP: [IPV4_14].
| 122,467
|
en
|
1en.jsonl
|
2 Electronic Health Record (EHR) Agreement Legal agreement between healthcare institutions and EHR vendors outlining data security and privacy measures. HTML
Quarterly security checks at Apt 336. Financial actions verified via T. Rowe Price Savings Bank and IBAN US73071793059J90383. Email support: martin-alejandro.palou13@gmail.com. Diagnostics IP: [IPV4_14].
|
gpt-4.1
| 9
|
The replacement email 'martin-alejandro.palou13@gmail.com' maintains the same format and cultural context as the original 'juan-luis.duruk04@aol.com.' Both names are Hispanic/Latino in style, and the email structure is valid. The domain change from AOL to Gmail is acceptable and does not affect the semantic meaning. Anonymization is effective, and semantic preservation is high. Minor point deduction only for the domain change, which is not significant in this context.
| true
|
|
null | null |
{"Fixed Rate Bond": "Stable Income Note", "21/01/1983": "25/05/1983"}
| null |
7c6a9dbe-2a21-46c4-8bbc-39819f5e0d71
|
pii_masking
|
<p>Potential Risk: Market fluctuations<br>Impact: Medium<br>Mitigation Strategy: Diversify investments<br>Responsible Team: Healthcare<br>Logged by: Fixed Rate Bond on 21/01/1983</p>
|
<p>Potential Risk: Market fluctuations<br>Impact: Medium<br>Mitigation Strategy: Diversify investments<br>Responsible Team: Healthcare<br>Logged by: Fixed Rate Bond on 21/01/1983</p>
| 356,884
|
en
|
1en.jsonl
|
<p>Potential Risk: Market fluctuations<br>Impact: Medium<br>Mitigation Strategy: Diversify investments<br>Responsible Team: Healthcare<br>Logged by: Stable Income Note on 25/05/1983</p>
|
gpt-4.1
| 9
|
The replacements are well executed. 'Fixed Rate Bond' is replaced with 'Stable Income Note', which is semantically similar and appropriate in context. The date '21/01/1983' is replaced with '25/05/1983', maintaining the correct date format. There is no cultural inconsistency or semantic drift. Anonymization is effective, and all PII is replaced properly. Minor deduction as the replacement date is close to the original, but overall, this is an excellent replacement.
| true
|
||
A snowman’s favorite snack is ice Krispies.
|
A snowman’s favorite snack is ice Krispies.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"KS77@gmail.com": "LD77@outlook.com"}
| null |
aac8b1e7-9f79-45da-9474-4643a6b652af
|
pii_masking
|
<html><body>Proposal analysis: Males (F) under 30 faced a 3-5% premium rise from 2053-04-28T00:00:00. Notable shifts link to sub-segment evaluations. Details sent to KS77@gmail.com.</body></html>
|
KS77@gmail.com
|
<html><body>Proposal analysis: Males (F) under 30 faced a 3-5% premium rise from 2053-04-28T00:00:00. Notable shifts link to sub-segment evaluations. Details sent to [REDACTED].</body></html>
| 338,857
|
en
|
1en.jsonl
|
<html><body>Proposal analysis: Males (F) under 30 faced a 3-5% premium rise from 2053-04-28T00:00:00. Notable shifts link to sub-segment evaluations. Details sent to LD77@outlook.com.</body></html>
|
gpt-4.1
| 9
|
The replacement of the email address from 'KS77@gmail.com' to 'LD77@outlook.com' maintains semantic preservation, as the specific identity is anonymized but the format and context are unchanged. The replacement is culturally neutral and appropriate. The format is valid for an email address. The only minor issue is the change in domain from 'gmail.com' to 'outlook.com', which is a slight semantic drift, but does not significantly impact the meaning or function. Overall, this is an excellent replacement.
| true
|
|
Blending colored pencils can create smooth gradients and subtle transitions between hues.
|
Blending colored pencils can create smooth gradients and subtle transitions between hues.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Raspberries are rich in vitamin C and add tartness to desserts and smoothies.
|
Raspberries are rich in vitamin C and add tartness to desserts and smoothies.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Conserving wetlands preserves critical habitats for countless aquatic species.
|
Conserving wetlands preserves critical habitats for countless aquatic species.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"US90 13719460 61K 2865": "GB72 98430125 45H 7812", "31,055.32": "25,844.13"}
| null |
c5f3572f-b3c6-4a5a-b650-833a52f2a193
|
pii_masking
|
Can we audit the sustainability program accounts? Update the US90 13719460 61K 2865 details with the current 31,055.32 status.
|
Can we audit the sustainability program accounts? Update the US90 13719460 61K 2865 details with the current 31,055.32 status.
| 296,614
|
en
|
1en.jsonl
|
Can we audit the sustainability program accounts? Update the GB72 98430125 45H 7812 details with the current 25,844.13 status.
|
gpt-4.1
| 9
|
The replacement maintains semantic preservation, as the structure and intent of the query are unchanged. The account number format is preserved, and the replacement value (GB72 98430125 45H 7812) is plausible and culturally appropriate as a UK-style account identifier, replacing a US-style one. The monetary value is also replaced with a similar format and plausible value. Minor issue: changing from a US to UK account may introduce slight semantic drift if the context is strictly US-based, but overall, the replacement is highly effective and anonymizes the PII properly.
| true
|
||
Ethics of care emphasizes relationships and empathy over abstract principles.
|
Ethics of care emphasizes relationships and empathy over abstract principles.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
When cutting onions, chilling them in the fridge first can reduce eye irritation.
|
When cutting onions, chilling them in the fridge first can reduce eye irritation.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Consuming probiotic-rich foods may promote a healthy gut microbiome.
|
Consuming probiotic-rich foods may promote a healthy gut microbiome.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{" +13 49153.6640.": "+14 58247.8821."}
| null |
778e82c0-b79f-4f25-86dd-70608e028785
|
pii_masking
|
Thanks for sharing. In our Sales district, we're focusing on Volunteer literacy. Any chance you'd consult with us? Call +13 49153.6640.
|
+13 49153.6640
|
Thanks for sharing. In our Sales district, we're focusing on Volunteer literacy. Any chance you'd consult with us? Call [REDACTED].
| 435,050
|
en
|
1en.jsonl
|
Thanks for sharing. In our Sales district, we're focusing on Volunteer literacy. Any chance you'd consult with us? Call +14 58247.8821.
|
gpt-4.1
| 10
|
The phone number replacement maintains the original format, preserves semantic meaning, and effectively anonymizes the PII. The country/area code (+13 to +14) is shifted but remains plausible, and the rest of the number is similarly structured. There is no semantic drift and the replacement is culturally and contextually appropriate. Excellent adherence to guidelines.
| true
|
|
null | null |
{"Hürü": "Esra", "3Rp4eB443Av6XJ5bj0ijkFpCHfDoL7arCo": "6Tv7kQ112Lp9YM2wr3xyzGtPLhWuQ8nsZb"}
| null |
ea834096-faa8-4e1e-85c5-7541dd4a6b54
|
pii_masking
|
Dear Hürü, ensure your insurance application includes 3Rp4eB443Av6XJ5bj0ijkFpCHfDoL7arCo. This is crucial for quick claims processing.
|
Hürü
|
Dear [REDACTED], ensure your insurance application includes 3Rp4eB443Av6XJ5bj0ijkFpCHfDoL7arCo. This is crucial for quick claims processing.
| 134,897
|
en
|
1en.jsonl
|
Dear Esra, ensure your insurance application includes 6Tv7kQ112Lp9YM2wr3xyzGtPLhWuQ8nsZb. This is crucial for quick claims processing.
|
gpt-4.1
| 10
|
The replacement maintains perfect semantic preservation, as the only changes are the PII elements. The name 'Hürü' is replaced with 'Esra', both of which are culturally appropriate Turkish female names. The insurance application ID is replaced with another string of identical format and complexity, preserving format validity. Anonymization is effective, as all PII is replaced. This is an excellent example of PII soft replacement.
| true
|
|
Cyclists draft behind others to reduce wind resistance and conserve energy during long races.
|
Cyclists draft behind others to reduce wind resistance and conserve energy during long races.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
If a line crosses two parallel lines, it creates pairs of corresponding angles.
|
If a line crosses two parallel lines, it creates pairs of corresponding angles.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"01/04/1951": "03/17/1951"}
| null |
af2cc67f-a534-484f-9214-d54004510951
|
pii_masking
|
Evaluating comfort zones in familiar areas:
Checking direction stress travels: SE.
Date of Birth Entries (01/04/1951 changed identities).
Mode of occupational environment Human Resources in Country: United States
|
01/04/1951
|
Evaluating comfort zones in familiar areas:
Checking direction stress travels: SE.
Date of Birth Entries ([REDACTED] changed identities).
Mode of occupational environment Human Resources in Country: United States
| 194,869
|
en
|
1en.jsonl
|
Evaluating comfort zones in familiar areas:
Checking direction stress travels: SE.
Date of Birth Entries (03/17/1951 changed identities).
Mode of occupational environment Human Resources in Country: United States
|
gpt-4.1
| 9
|
The replacement of the date of birth '01/04/1951' with '03/17/1951' maintains the correct date format (MM/DD/YYYY), which is culturally appropriate for the United States. The semantic meaning is preserved as both are plausible dates of birth, and the anonymization is effective since the original PII is replaced with a similarly formatted, realistic value. There are no significant issues, so this is an excellent replacement.
| true
|
|
null | null |
{"89701765048": "58421096835"}
| null |
1ac044d1-5a5f-4574-bbfc-6b41154badde
|
pii_masking
|
<p> All electronic voting devices must check for fingerprints and facial recognition where legally permissible, alongside <strong>89701765048</strong> data.</p>
|
89701765048
|
<p> All electronic voting devices must check for fingerprints and facial recognition where legally permissible, alongside <strong>[REDACTED]</strong> data.</p>
| 173,387
|
en
|
1en.jsonl
|
<p> All electronic voting devices must check for fingerprints and facial recognition where legally permissible, alongside <strong>58421096835</strong> data.</p>
|
gpt-4.1
| 10
|
The replacement of the numeric identifier '89701765048' with '58421096835' maintains the original format (an 11-digit number), ensuring format validity. There is no semantic drift as the number is a generic data point and the replacement does not affect the meaning of the sentence. No cultural context is violated as both numbers are neutral. Anonymization is effective, as the original PII is replaced. This is an excellent replacement.
| true
|
|
Desert landscapes bloom dramatically after rare and brief rainstorms.
|
Desert landscapes bloom dramatically after rare and brief rainstorms.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Supernovae are explosions marking the end of a massive star's life, spreading heavy elements across space.
|
Supernovae are explosions marking the end of a massive star's life, spreading heavy elements across space.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Some ancient languages are known only from inscriptions, making their pronunciation partly guesswork.
|
Some ancient languages are known only from inscriptions, making their pronunciation partly guesswork.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Kuljici": "Hoxha", "25/10/1988": "02/12/1988"}
| null |
5b919e08-111f-44f6-84e0-cfb247cfac64
|
pii_masking
|
Dr. Kuljici suggested tracking moods aligned with 25/10/1988. Found it helpful to visualize patterns!
|
Kuljici||25/10/1988
|
Dr. [REDACTED] suggested tracking moods aligned with [REDACTED]. Found it helpful to visualize patterns!
| 514,694
|
en
|
1en.jsonl
|
Dr. Hoxha suggested tracking moods aligned with 02/12/1988. Found it helpful to visualize patterns!
|
gpt-4.1
| 9
|
The replacement maintains semantic meaning (the suggestion and its helpfulness remain intact). The names 'Kuljici' and 'Hoxha' are both culturally appropriate Albanian surnames, ensuring cultural consistency. The date format is preserved and plausible. Both PII elements are properly replaced. Minor issue: the date change could slightly affect semantic meaning if the date is contextually important, but overall this is an excellent replacement.
| true
|
|
null | null |
{"G": "H"}
| null |
9d83e03c-87bb-4af3-96d7-c66f8d40e08b
|
pii_masking
|
Online forum discussing F issues posted on https://smith-vazquez.biz/. Links shared by G.
|
G
|
Online forum discussing F issues posted on https://smith-vazquez.biz/. Links shared by [REDACTED].
| 298,845
|
en
|
1en.jsonl
|
Online forum discussing F issues posted on https://smith-vazquez.biz/. Links shared by H.
|
gpt-4.1
| 10
|
The replacement of 'G' with 'H' is a simple anonymization of a single-character identifier. Semantic meaning is fully preserved, as the context is unchanged and the identifier is generic. There are no cultural or format concerns with single-letter placeholders. Anonymization is effective, as the original identifier is replaced. This is an excellent replacement.
| true
|
|
Rock climbers use both upper and lower body strength to ascend challenging routes.
|
Rock climbers use both upper and lower body strength to ascend challenging routes.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Kurkiewicz": "Kowalski", "11/03/2020": "11/07/2020", "mrwgwq1316@gmail.com": "mkowalski839@gmail.com"}
| null |
3d3d821d-d48b-459a-a560-b3cae0702907
|
pii_masking
|
<p>Participant: Kurkiewicz agrees to psychological evaluation on 11/03/2020. Relevant contact: mrwgwq1316@gmail.com and https://burton.com/.</p>
|
Kurkiewicz||mrwgwq1316@gmail.com
|
<p>Participant: [REDACTED] agrees to psychological evaluation on 11/03/2020. Relevant contact: [REDACTED] and https://burton.com/.</p>
| 222,559
|
en
|
1en.jsonl
|
<p>Participant: Kowalski agrees to psychological evaluation on 11/07/2020. Relevant contact: mkowalski839@gmail.com and https://burton.com/.</p>
|
gpt-4.1
| 9
|
The replacement demonstrates excellent semantic preservation: the structure and meaning of the sentence remain unchanged. The name 'Kowalski' is culturally appropriate as a Polish surname, matching the likely origin of 'Kurkiewicz.' The email replacement maintains a valid format and is consistent with the new name. The date change is minor and does not affect the semantics significantly. All PII is properly anonymized. Minor deduction for changing the date, which could be unnecessary unless required for anonymization, but overall this is an excellent replacement.
| true
|
|
null | null |
{"36somkhuan.rudic": "48yensato.holvic"}
| null |
f807179a-3fe8-41a7-8799-63db5299c42d
|
pii_masking
|
Verify Lxxrwl6lRuVQkvK3PdQkjJHMtImPbNhFlJ and check if 644214 includes all 36somkhuan.rudic therapy sessions between 05/24/2085 to 05/24/2085.
|
36somkhuan.rudic
|
Verify Lxxrwl6lRuVQkvK3PdQkjJHMtImPbNhFlJ and check if 644214 includes all [REDACTED] therapy sessions between 05/24/2085 to 05/24/2085.
| 130,705
|
en
|
1en.jsonl
|
Verify Lxxrwl6lRuVQkvK3PdQkjJHMtImPbNhFlJ and check if 644214 includes all 48yensato.holvic therapy sessions between 05/24/2085 to 05/24/2085.
|
gpt-4.1
| 9
|
The replacement '36somkhuan.rudic' to '48yensato.holvic' maintains the original format and structure, preserving semantic meaning as a likely username or identifier. The replacement is culturally neutral and does not introduce any inappropriate or inconsistent elements. The anonymization is effective, and the format remains valid. Minor point deduction only because the replacement does not clarify if the new value is equally unguessable or random, but overall, this is an excellent replacement.
| true
|
|
null | null |
{"North King Street": "South Lake Avenue", "1992dorentin.blazeska@gmail.com": "1993alina.gerenko@gmail.com", "785939230842959965": "698521374658104237"}
| null |
422b4bb3-8eb0-4f7a-8e6a-5d695119da22
|
pii_masking
|
<html><body><p>Keep track of North King Street purchases for legal protection. If required, email 1992dorentin.blazeska@gmail.com with your 785939230842959965 as proof.</p></body></html>
|
North King Street||1992dorentin.blazeska@gmail.com||785939230842959965
|
<html><body><p>Keep track of [REDACTED] purchases for legal protection. If required, email [REDACTED] with your [REDACTED] as proof.</p></body></html>
| 176,087
|
en
|
1en.jsonl
|
<html><body><p>Keep track of South Lake Avenue purchases for legal protection. If required, email 1993alina.gerenko@gmail.com with your 698521374658104237 as proof.</p></body></html>
|
gpt-4.1
| 9
|
The replacements are of high quality. Semantic preservation is excellent: 'North King Street' is replaced with 'South Lake Avenue,' which is a plausible street name, maintaining the context. The email '1992dorentin.blazeska@gmail.com' is replaced with '1993alina.gerenko@gmail.com,' which is culturally consistent and maintains the email format. The numeric ID is replaced with another valid-looking numeric string of the same length. All PII is properly anonymized. Minor potential issue: 'South Lake Avenue' may not be in the same region as 'North King Street,' but this is a minor semantic drift. Overall, this is an excellent replacement.
| true
|
|
null | null |
{"2002": "2011", "BqNn3M=": "KpRt7Q="}
| null |
fb3f8c9d-3ce3-447f-8bcf-c3be3363a8d5
|
pii_masking
|
Each policy review should include 2002, RV 569, and M records. Validate BqNn3M= and document Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/4.0). Ensure accurate 950088 and verify [DAT_1] for consistency.
|
2002||BqNn3M=
|
Each policy review should include [REDACTED], RV 569, and M records. Validate [REDACTED] and document Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/4.0). Ensure accurate 950088 and verify [DAT_1] for consistency.
| 139,549
|
en
|
1en.jsonl
|
Each policy review should include 2011, RV 569, and M records. Validate KpRt7Q= and document Mozilla/5.0 (compatible; MSIE 5.0; Windows NT 5.2; Trident/4.0). Ensure accurate 950088 and verify [DAT_1] for consistency.
|
gpt-4.1
| 9
|
The replacements are well executed. '2002' is replaced with '2011', which maintains the semantic context (a year), and 'BqNn3M=' is replaced with 'KpRt7Q=', which preserves the format and likely represents an anonymized token or code. No cultural or format issues are present. All other content remains unchanged, ensuring semantic preservation. Anonymization is effective and format validity is maintained. Minor deduction for not knowing the exact nature of the tokens, but overall, this is an excellent replacement.
| true
|
|
Sand dunes shift constantly in regions like the Arabian and Namibian deserts.
|
Sand dunes shift constantly in regions like the Arabian and Namibian deserts.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Switching to biodegradable cleaning products can prevent harmful chemicals from reaching waterways.
|
Switching to biodegradable cleaning products can prevent harmful chemicals from reaching waterways.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Blanca": "Monte Vista"}
| null |
de40afd3-90dc-476e-b271-98be6b412d8d
|
pii_masking
|
2 Nutritional Assessment Parents from Blanca of 54 advised on nutritional standards, integrating recent findings based on [37.39, -105.6193].
|
Blanca
|
2 Nutritional Assessment Parents from [REDACTED] of 54 advised on nutritional standards, integrating recent findings based on [37.39, -105.6193].
| 438,621
|
en
|
1en.jsonl
|
2 Nutritional Assessment Parents from Monte Vista of 54 advised on nutritional standards, integrating recent findings based on [37.39, -105.6193].
|
gpt-4.1
| 9
|
The replacement of 'Blanca' with 'Monte Vista' is a strong choice. Both are place names in Colorado, maintaining cultural and geographic consistency. The semantic meaning is preserved, as the context refers to a location. The coordinates [37.39, -105.6193] are close to both towns, so the replacement does not introduce factual errors. There is no format issue, and the PII is effectively anonymized. Minor deduction for possible slight geographic drift, but overall, this is an excellent replacement.
| true
|
|
Foreshortening creates the illusion of depth by depicting objects compressed along the line of sight.
|
Foreshortening creates the illusion of depth by depicting objects compressed along the line of sight.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Wind turbines convert the kinetic energy of moving air into usable electricity.
|
Wind turbines convert the kinetic energy of moving air into usable electricity.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"3880": "4292", "37361330778048166736": "49287520946738125480"}
| null |
e93530eb-e3c0-4c39-a17c-62b0fe889a17
|
pii_masking
|
For the latest renters insurance details, confirm [38.842, -86.615] and 3880. Also, please verify the 6_74 on card ending 37361330778048166736.
|
3880
|
For the latest renters insurance details, confirm [38.842, -86.615] and [REDACTED]. Also, please verify the 6_74 on card ending 37361330778048166736.
| 483,930
|
en
|
1en.jsonl
|
For the latest renters insurance details, confirm [38.842, -86.615] and 4292. Also, please verify the 6_74 on card ending 49287520946738125480.
|
gpt-4.1
| 9
|
The replacements for the numeric value ('3880' to '4292') and the card number ending ('37361330778048166736' to '49287520946738125480') are both effective. Semantic preservation is maintained as the replacements are of similar type and context. The format validity is excellent, as the card number maintains the same digit count and structure. No cultural appropriateness issues are present since these are generic numbers. Anonymization is effective, as the original PII is fully replaced. Minor deduction only because the context of '3880' is unclear (could be an address, code, etc.), but the replacement is still valid.
| true
|
|
null | null |
{"5125519051014867": "4732986003125471"}
| null |
9d59888d-7db6-40c2-b89f-fced4c16269f
|
pii_masking
|
Confirm if the therapy equipment purchase via 5125519051014867 was resolved, as seen in session footage from 2 o'clock.
|
5125519051014867
|
Confirm if the therapy equipment purchase via [REDACTED] was resolved, as seen in session footage from 2 o'clock.
| 431,561
|
en
|
1en.jsonl
|
Confirm if the therapy equipment purchase via 4732986003125471 was resolved, as seen in session footage from 2 o'clock.
|
gpt-4.1
| 10
|
The replacement maintains perfect semantic preservation, as the only change is the substitution of one credit card number for another of the same format. The replacement card number is valid in length and structure, ensuring format validity. There is no cultural issue with credit card numbers. The PII is effectively anonymized, and the context remains unchanged. This is an excellent replacement.
| true
|
|
null | null |
{"97926 30053": "87230 12569", "SDd8)'e": "FXr4)'h"}
| null |
3df46352-b9c4-4297-a80e-d08460b4567b
|
pii_masking
|
Product Management Overview - By 15 o'clock, competitors like Burgess-Johnston have introduced successful launches targetting M. Use cases involving 97926 30053 demonstrate market penetration. Ensure all team members update passwords. Current recommended SDd8)'e.
|
97926 30053||SDd8)'e
|
Product Management Overview - By 15 o'clock, competitors like Burgess-Johnston have introduced successful launches targetting M. Use cases involving [REDACTED] demonstrate market penetration. Ensure all team members update passwords. Current recommended [REDACTED].
| 469,732
|
en
|
1en.jsonl
|
Product Management Overview - By 15 o'clock, competitors like Burgess-Johnston have introduced successful launches targetting M. Use cases involving 87230 12569 demonstrate market penetration. Ensure all team members update passwords. Current recommended FXr4)'h.
|
gpt-4.1
| 10
|
The replacements are excellent. The numeric sequence '97926 30053' is replaced with another valid-looking numeric sequence '87230 12569', maintaining format and semantic intent (likely an ID or code). The password 'SDd8)'e' is replaced with 'FXr4)'h', preserving the complexity and format of a password. No semantic drift is introduced, and all PII is properly anonymized. No cultural or format issues are present.
| true
|
|
null | null |
{"A": "Kiran", "Lwakuuj7NEoYvV2dyXgiLMQMHU2YJibpHQ": "Bxqimyd5QPaZrL6fpVojSKTNU8ZVjvtrLU"}
| null |
04006faf-683e-4607-a662-71bbb28cbcd1
|
pii_masking
|
Dear A, please look into the Lwakuuj7NEoYvV2dyXgiLMQMHU2YJibpHQ irregularities reported by the finance department.
|
A
|
Dear [REDACTED], please look into the Lwakuuj7NEoYvV2dyXgiLMQMHU2YJibpHQ irregularities reported by the finance department.
| 110,872
|
en
|
1en.jsonl
|
Dear Kiran, please look into the Bxqimyd5QPaZrL6fpVojSKTNU8ZVjvtrLU irregularities reported by the finance department.
|
gpt-4.1
| 9
|
The replacement maintains semantic preservation, as the meaning of the sentence is unchanged. The name 'A' is replaced with 'Kiran', which is culturally appropriate and plausible as a real name. The identifier 'Lwakuuj7NEoYvV2dyXgiLMQMHU2YJibpHQ' is replaced with a similar-looking string 'Bxqimyd5QPaZrL6fpVojSKTNU8ZVjvtrLU', preserving format and anonymization. Minor issue: 'A' is a single initial, while 'Kiran' is a full name, which is a slight semantic drift, but overall the replacement is excellent.
| true
|
|
Fireflies use bioluminescence to communicate and attract mates on warm evenings.
|
Fireflies use bioluminescence to communicate and attract mates on warm evenings.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
The overtone series gives instruments their characteristic timbre or tone color.
|
The overtone series gives instruments their characteristic timbre or tone color.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Pauls": "Harris", "Ludlow Street": "Mercer Avenue"}
| null |
9306973c-4939-441d-8493-ffe0daaecdc3
|
pii_masking
|
Pauls, we need the Ludlow Street address to complete the health compliance audit. Verify it against GB.EN.4242.L768.
|
Pauls||Ludlow Street
|
[REDACTED], we need the [REDACTED] address to complete the health compliance audit. Verify it against GB.EN.4242.L768.
| 194,364
|
en
|
1en.jsonl
|
Harris, we need the Mercer Avenue address to complete the health compliance audit. Verify it against GB.EN.4242.L768.
|
gpt-4.1
| 9
|
The replacements are high quality. 'Pauls' is replaced with 'Harris', both plausible surnames and culturally consistent. 'Ludlow Street' is replaced with 'Mercer Avenue', both plausible street names, preserving the semantic intent. The reference code 'GB.EN.4242.L768' is untouched, which is correct as it is not PII. There is no semantic drift, and the replacements are effective and appropriate. Minor deduction as 'Avenue' vs 'Street' could be considered a slight semantic change, but this is negligible in most contexts.
| true
|
|
null | null |
{"Jakoba": "Mariska", "17026": "18470", "379668397": "472193540"}
| null |
9bc4f7eb-5456-41be-8dbb-2c25d086e2aa
|
pii_masking
|
Proposing a problem-solving math curriculum designed by Jakoba. We'll use 17026, validated by Diaz, Hill and Brown. Specific geographic data [40.4902, -76.44845], accounts logged 379668397, all secured using 5800 and 91.105.
|
Jakoba||17026||379668397
|
Proposing a problem-solving math curriculum designed by [REDACTED]. We'll use [REDACTED], validated by Diaz, Hill and Brown. Specific geographic data [40.4902, -76.44845], accounts logged [REDACTED], all secured using 5800 and 91.105.
| 491,302
|
en
|
1en.jsonl
|
Proposing a problem-solving math curriculum designed by Mariska. We'll use 18470, validated by Diaz, Hill and Brown. Specific geographic data [40.4902, -76.44845], accounts logged 472193540, all secured using 5800 and 91.105.
|
gpt-4.1
| 9
|
The replacements are well executed: 'Jakoba' to 'Mariska' maintains cultural appropriateness (both are plausible names of similar origin), and the numeric values (17026 to 18470, 379668397 to 472193540) preserve format and plausible value range. No semantic drift is introduced, and the replacements anonymize PII effectively. The only very minor issue is that the unchanged geographic data and other numbers (5800, 91.105) are not replaced, but these may not be considered PII in this context. Overall, this is an excellent replacement.
| true
|
|
Old Norse left a significant mark on English, especially in words related to daily life and governance.
|
Old Norse left a significant mark on English, especially in words related to daily life and governance.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Radio telescopes can detect faint signals from objects billions of light-years away.
|
Radio telescopes can detect faint signals from objects billions of light-years away.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Silk, once highly prized in trade, was originally produced only in East Asia.
|
Silk, once highly prized in trade, was originally produced only in East Asia.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Some thinkers maintain that virtue can be taught, while others see it as innate or acquired through habituation.
|
Some thinkers maintain that virtue can be taught, while others see it as innate or acquired through habituation.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
A soldering iron joins small metal parts together in stained glass or electronics crafts.
|
A soldering iron joins small metal parts together in stained glass or electronics crafts.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Clouds often appear white because they scatter sunlight in all directions, reflecting most wavelengths equally.
|
Clouds often appear white because they scatter sunlight in all directions, reflecting most wavelengths equally.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Thusiyanthan": "Sutharsan", "591-59-3542": "492-49-8437"}
| null |
8cae49c7-177d-461f-bc22-c133a9db15fb
|
pii_masking
|
Hey Mstr Thusiyanthan, your will needs an update. Respond by 10 with new ID details, SSN (591-59-3542), and estate location.
|
Thusiyanthan||591-59-3542
|
Hey Mstr [REDACTED], your will needs an update. Respond by 10 with new ID details, SSN ([REDACTED]), and estate location.
| 491,984
|
en
|
1en.jsonl
|
Hey Mstr Sutharsan, your will needs an update. Respond by 10 with new ID details, SSN (492-49-8437), and estate location.
|
gpt-4.1
| 9
|
The replacement maintains semantic preservation as the meaning of the query is unchanged. The name 'Sutharsan' is culturally consistent with 'Thusiyanthan', both being South Asian names. The SSN replacement keeps the correct format (XXX-XX-XXXX), and the value is properly anonymized. There are no issues with format validity or anonymization effectiveness. Minor improvement could be made by also replacing '10' (if it is a date or time) or the estate location, but as per the lookup, only name and SSN were required. Overall, this is an excellent replacement.
| true
|
|
null | null |
{"Mondo": "Lucien", "Regnaud": "Marchand"}
| null |
08dc0740-8f03-4fee-a829-4a340d4a24ad
|
pii_masking
|
docPatient Confidentiality Agreement|Hospital administrator Mstr Mondo Regnaud agrees to the terms of this confidentiality contract regarding patient data security.|HTML
|
Mondo||Regnaud
|
docPatient Confidentiality Agreement|Hospital administrator Mstr [REDACTED] [REDACTED] agrees to the terms of this confidentiality contract regarding patient data security.|HTML
| 501,061
|
en
|
1en.jsonl
|
docPatient Confidentiality Agreement|Hospital administrator Mstr Lucien Marchand agrees to the terms of this confidentiality contract regarding patient data security.|HTML
|
gpt-4.1
| 10
|
The replacement of 'Mondo Regnaud' with 'Lucien Marchand' maintains semantic meaning, as both are plausible French names and are culturally consistent. The format and structure of the text are preserved, and the PII is effectively anonymized without semantic drift. This is an excellent replacement.
| true
|
|
December brings Advent calendars, each window revealing a small treat or message leading up to Christmas.
|
December brings Advent calendars, each window revealing a small treat or message leading up to Christmas.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Can February March? No, but April May.
|
Can February March? No, but April May.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Mozamel": "Samir", "1950MJWD@hotmail.com": "1950SMNR@gmail.com", "Los Fresnos": "Palm Acres"}
| null |
d0695671-3636-4966-a00a-2207c60b4972
|
pii_masking
|
<p>Eco-friendly Transport Workshops</p><p>Lead Educator: Mozamel</p><p>Contact: 1950MJWD@hotmail.com</p><p>Location: Los Fresnos</p><p>Proposal Date: 01/11/1975</p><p>Sessions: 6</p><p>Focus: Promote eco-friendly transport.</p><p>URL: http://www.rodriguez.com/</p>
|
Mozamel||1950MJWD@hotmail.com||Los Fresnos
|
<p>Eco-friendly Transport Workshops</p><p>Lead Educator: [REDACTED]</p><p>Contact: [REDACTED]</p><p>Location: [REDACTED]</p><p>Proposal Date: 01/11/1975</p><p>Sessions: 6</p><p>Focus: Promote eco-friendly transport.</p><p>URL: http://www.rodriguez.com/</p>
| 411,495
|
en
|
1en.jsonl
|
<p>Eco-friendly Transport Workshops</p><p>Lead Educator: Samir</p><p>Contact: 1950SMNR@gmail.com</p><p>Location: Palm Acres</p><p>Proposal Date: 01/11/1975</p><p>Sessions: 6</p><p>Focus: Promote eco-friendly transport.</p><p>URL: http://www.rodriguez.com/</p>
|
gpt-4.1
| 9
|
The replacements are well executed. 'Mozamel' to 'Samir' maintains cultural appropriateness and is a reasonable anonymized name. The email '1950MJWD@hotmail.com' to '1950SMNR@gmail.com' preserves the format, structure, and plausible anonymization, though the domain changes from Hotmail to Gmail (minor issue). 'Los Fresnos' to 'Palm Acres' is a valid location replacement, though there is a slight semantic drift as 'Palm Acres' may not be a direct cultural or geographic equivalent, but it is still plausible. All PII is effectively replaced and anonymized. Overall, this is an excellent replacement with only minor issues.
| true
|
|
null | null |
{"Radin": "Samir"}
| null |
d3f746d1-e29d-4bd3-9bbe-ccae2df35605
|
pii_masking
|
Hello Radin, the claim review team needs your 438 report and 10.7b slip for the appeal.
|
Radin
|
Hello [REDACTED], the claim review team needs your 438 report and 10.7b slip for the appeal.
| 467,319
|
en
|
1en.jsonl
|
Hello Samir, the claim review team needs your 438 report and 10.7b slip for the appeal.
|
gpt-4.1
| 9
|
The replacement of 'Radin' with 'Samir' maintains semantic preservation, as both are plausible personal names. The names are culturally consistent, both being common in Middle Eastern or South Asian contexts. There is no format issue since both are valid first names. The PII (personal name) is effectively anonymized. Minor deduction as the cultural match could be slightly more precise depending on the original context, but overall, this is an excellent replacement.
| true
|
|
null | null |
{"zeïneb.elaldi@tutanota.com": "amira.bensaid@protonmail.com"}
| null |
2ece5c33-b1fb-4188-8b00-c23c80f75ec5
|
pii_masking
|
Received an email zeïneb.elaldi@tutanota.com confirmation at around 11 o'clock. Verify OTP?
|
zeïneb.elaldi@tutanota.com
|
Received an email [REDACTED] confirmation at around 11 o'clock. Verify OTP?
| 361,322
|
en
|
1en.jsonl
|
Received an email amira.bensaid@protonmail.com confirmation at around 11 o'clock. Verify OTP?
|
gpt-4.1
| 10
|
The replacement email 'amira.bensaid@protonmail.com' maintains the same format and structure as the original 'zeïneb.elaldi@tutanota.com', ensuring format validity. Both names are culturally consistent, likely North African or Arabic, preserving cultural appropriateness. The domain is changed from tutanota.com to protonmail.com, both being secure email providers, which does not affect the semantic meaning in this context. The replacement is anonymized and does not leak original PII. Semantic preservation is perfect as the meaning of the sentence remains unchanged. Overall, this is an excellent replacement.
| true
|
|
null | null |
{"[IPV4_6]": "[IPV4_A]", "[IPV6_6]": "[IPV6_A]"}
| null |
89bad764-7cee-4e1c-9270-a7e0f4beb8ff
|
pii_masking
|
43. Address root causes. Investigate underlying issues tied to [IPV4_6] and [IPV6_6] events.
|
43. Address root causes. Investigate underlying issues tied to [IPV4_6] and [IPV6_6] events.
| 476,775
|
en
|
1en.jsonl
|
43. Address root causes. Investigate underlying issues tied to [IPV4_A] and [IPV6_A] events.
|
gpt-4.1
| 10
|
The replacements [IPV4_6] -> [IPV4_A] and [IPV6_6] -> [IPV6_A] maintain semantic meaning, as both the original and replaced tokens are anonymized placeholders for IP addresses. The change from '_6' to '_A' does not affect the meaning or context, and both formats are valid and consistent. There is no cultural or format issue, and PII is effectively anonymized. This is an excellent replacement.
| true
|
||
null | null |
{"85297": "76109", "fW3m^+jU": "bQ9y^+eR", "Morales": "Alvarez", "Morgan": "Riley"}
| null |
c80918a1-2d39-45ae-abd1-5dcfc263811e
|
pii_masking
|
Is this project in 85297? If verified, use fW3m^+jU to access plans. Check with Smith, Morales and Morgan.
|
85297||fW3m^+jU
|
Is this project in [REDACTED]? If verified, use [REDACTED] to access plans. Check with Smith, Morales and Morgan.
| 302,361
|
en
|
1en.jsonl
|
Is this project in 76109? If verified, use bQ9y^+eR to access plans. Check with Carter, Alvarez and Riley.
|
gpt-4.1
| 9
|
The replacements are well executed. The ZIP code '85297' is replaced with another valid ZIP code '76109', maintaining format validity. The access code 'fW3m^+jU' is replaced with a similar format 'bQ9y^+eR', preserving the structure. Names 'Morales' and 'Morgan' are replaced with culturally appropriate alternatives 'Alvarez' and 'Riley', and 'Smith' is replaced with 'Carter', which is also culturally consistent. Semantic meaning is fully preserved. Minor issue: 'Smith' to 'Carter' is not listed in the lookup, but it fits the pattern. Overall, this is an excellent replacement with only a negligible issue.
| true
|
|
null | null |
{"750845750825481": "241508467315982", "Potts Inc.": "Nellis Ltd."}
| null |
ebc68c98-d477-457f-9f4c-f336abea6211
|
pii_masking
|
Counselling Services: Scheduled for client with phone IMEI 750845750825481. Regular updates to org Potts Inc.
|
Counselling Services: Scheduled for client with phone IMEI 750845750825481. Regular updates to org Potts Inc.
| 235,197
|
en
|
1en.jsonl
|
Counselling Services: Scheduled for client with phone IMEI 241508467315982. Regular updates to org Nellis Ltd.
|
gpt-4.1
| 10
|
The replacement maintains perfect semantic preservation: the structure and meaning of the sentence are unchanged. The IMEI number is replaced with another validly formatted IMEI, ensuring format validity. The organization name is replaced with a similarly structured and culturally appropriate business name. All PII is properly anonymized and replaced. No issues detected.
| true
|
||
The excitement of seeing the first blossom on a plant is common among gardeners.
|
The excitement of seeing the first blossom on a plant is common among gardeners.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"brjewchr580@gmail.com": "lynn.torrance271@outlook.com"}
| null |
99da9bd3-2531-466d-86f6-9a31d333d7e5
|
pii_masking
|
Hi brjewchr580@gmail.com, ensure ZIERLE-970923-EN runs parallel to GB's stipulations. Review soon.
|
brjewchr580@gmail.com
|
Hi [REDACTED], ensure ZIERLE-970923-EN runs parallel to GB's stipulations. Review soon.
| 258,841
|
en
|
1en.jsonl
|
Hi lynn.torrance271@outlook.com, ensure ZIERLE-970923-EN runs parallel to GB's stipulations. Review soon.
|
gpt-4.1
| 10
|
The replacement email 'lynn.torrance271@outlook.com' is in a valid email format, maintains the semantic structure of the original, and is culturally neutral. The PII is fully anonymized and replaced with a plausible alternative. No semantic drift or format issues are present. Excellent adherence to guidelines.
| true
|
|
Languages borrow phrases to fill lexical gaps, as seen with 'déjà vu' in English.
|
Languages borrow phrases to fill lexical gaps, as seen with 'déjà vu' in English.
|
{}
| 4
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null |
{"Walmsley": "Barclay", "245745385451153": "327821975384201"}
| null |
52352981-5bb0-4bb3-b31a-8e5a1e9ef1f9
|
pii_masking
|
<p>Walmsley reported stress affecting sleep patterns. Discussed relaxation methods. IPV: [IPV4_19] documented. Discussed academic interests in Operations; mentorship suggested. Emphasized financial literacy importance given 467. Possible issue with mobile device: 245745385451153.</p>
|
Walmsley
|
<p>[REDACTED] reported stress affecting sleep patterns. Discussed relaxation methods. IPV: [IPV4_19] documented. Discussed academic interests in Operations; mentorship suggested. Emphasized financial literacy importance given 467. Possible issue with mobile device: 245745385451153.</p>
| 426,876
|
en
|
1en.jsonl
|
<p>Barclay reported stress affecting sleep patterns. Discussed relaxation methods. IPV: IPV4_19 documented. Discussed academic interests in Operations; mentorship suggested. Emphasized financial literacy importance given 467. Possible issue with mobile device: 327821975384201.</p>
|
gpt-4.1
| 10
|
The replacement of 'Walmsley' with 'Barclay' maintains semantic meaning and is culturally appropriate, as both are plausible surnames. The mobile device number '245745385451153' is replaced with another number of the same length and format, preserving format validity. No semantic drift or PII leakage is present. Overall, this is an excellent replacement adhering to all guidelines.
| true
|
|
null | null |
{"Vibeke": "Sigrid", "ET74484LG": "QJ21105RP", "+44.45 272.4645": "+44.45 381.2738"}
| null |
c41cef93-e3e8-42e8-9d32-664d3c3b3410
|
pii_masking
|
Genetic test complete for Vibeke (ID: ET74484LG). To review, use https://www.rogers.com/ or call +44.45 272.4645 for assistance.
|
Vibeke||ET74484LG||+44.45 272.4645
|
Genetic test complete for [REDACTED] (ID: [REDACTED]). To review, use https://www.rogers.com/ or call [REDACTED] for assistance.
| 368,922
|
en
|
1en.jsonl
|
Genetic test complete for Sigrid (ID: QJ21105RP). To review, use https://www.rogers.com/ or call +44.45 381.2738 for assistance.
|
gpt-4.1
| 10
|
The replacement maintains perfect semantic preservation: 'Vibeke' is replaced with 'Sigrid', both culturally appropriate Scandinavian names. The ID 'ET74484LG' is replaced with a similarly formatted ID 'QJ21105RP', preserving structure and anonymity. The phone number '+44.45 272.4645' is replaced with another validly formatted UK-style number '+44.45 381.2738'. All replacements are effective, culturally consistent, and format-valid. No semantic drift or PII exposure.
| true
|
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