Publish KGP verified entity citation dataset

README.md

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+---
+license: cc-by-4.0
+task_categories:
+- tabular-classification
+language:
+- en
+pretty_name: King Pawn USA Entity and Citation Graph
+---
+
+# King Pawn USA Entity and Citation Graph
+
+Public-release-ready dataset card for operator-approved publication.
+
+## Dataset Summary
+
+First-party King Pawn USA / King Gold and Pawn location facts, entity edges, citation targets, and citation evidence scan rows.
+
+## Data Fields
+
+See `dataset-metadata.json` for file schemas.
+
+## Source Data
+
+Location data comes from the canonical local KGP registry. Citation rows are reachable first-party URLs or reachable profile-level public evidence.
+
+## Limitations
+
+- This dataset does not claim association membership unless separately verified.
+- GBP location IDs and private account/resource identifiers are intentionally excluded.
+- Only reachable first-party location URLs and reachable profile-level third-party citation evidence are included.
+- Directory search pages, blocked URLs, unverified memberships, and outreach opportunities are excluded from the public package.
+- No rankings, review counts, transaction volumes, or market-size claims are included.

citation_evidence_scan.csv

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+source,source_url,citation_status,matched_store_codes,evidence_note,next_action,publication_class
+Jewelers of America Brighton Beach profile,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161699,found_indexed_member_profile,KG_BRIGHTON_BEACH,Individual JA profile found for 510 Brighton Beach Ave.,Add as sameAs/citation after final profile review.,verified_profile_evidence
+Jewelers of America Sunset Park profile,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161681,found_indexed_member_profile,KG_SUNSET_PARK,Individual JA profile found for 4507 5th Ave.,Add as sameAs/citation after final profile review.,verified_profile_evidence

citation_url_audit_latest.csv

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+source,source_url,citation_status,matched_store_codes,http_status,reachable,final_url,risk_class,audit_note,error
+Jewelers of America Brighton Beach profile,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161699,found_indexed_member_profile,KG_BRIGHTON_BEACH,200,true,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161699,publishable_evidence_candidate,reachable profile-level evidence candidate,
+Jewelers of America Sunset Park profile,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161681,found_indexed_member_profile,KG_SUNSET_PARK,200,true,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161681,publishable_evidence_candidate,reachable profile-level evidence candidate,
+King Pawn USA location page KG_FREEPORT,https://kingpawnusa.com/pawn-shop-freeport/,first_party_location_url,KG_FREEPORT,200,true,https://kingpawnusa.com/pawn-shop-freeport/,publishable_first_party_location,canonical first-party location URL,
+King Pawn USA location page KG_BRIGHTON_BEACH,https://kingpawnusa.com/king-gold-and-pawn-shop-brighton-beach/,first_party_location_url,KG_BRIGHTON_BEACH,200,true,https://kingpawnusa.com/king-gold-and-pawn-shop-brighton-beach/,publishable_first_party_location,canonical first-party location URL,
+King Pawn USA location page KG_PITKIN,https://kingpawnusa.com/king-gold-and-pawn-shop-pitkin-avenue/,first_party_location_url,KG_PITKIN,200,true,https://kingpawnusa.com/king-gold-and-pawn-shop-pitkin-avenue/,publishable_first_party_location,canonical first-party location URL,
+King Pawn USA location page KG_SUNSET_PARK,https://kingpawnusa.com/king-gold-and-pawn-shop-5th-avenue-brooklyn/,first_party_location_url,KG_SUNSET_PARK,200,true,https://kingpawnusa.com/king-gold-and-pawn-shop-5th-avenue-brooklyn/,publishable_first_party_location,canonical first-party location URL,
+King Pawn USA location page KG_BRONX_LONGWOOD,https://kingpawnusa.com/pawn-shop-the-bronx/,first_party_location_url,KG_BRONX_LONGWOOD,200,true,https://kingpawnusa.com/pawn-shop-the-bronx/,publishable_first_party_location,canonical first-party location URL,
+King Pawn USA location page KG_LAWRENCE,https://kingpawnusa.com/pawn-shop-lawrence/,first_party_location_url,KG_LAWRENCE,200,true,https://kingpawnusa.com/pawn-shop-lawrence/,publishable_first_party_location,canonical first-party location URL,
+King Pawn USA location page KG_NEW_ROCHELLE,https://kingpawnusa.com/pawn-shop-new-rochelle/,first_party_location_url,KG_NEW_ROCHELLE,200,true,https://kingpawnusa.com/pawn-shop-new-rochelle/,publishable_first_party_location,canonical first-party location URL,

citation_url_audit_latest.json

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+{
+  "generated_utc": "2026-06-03T02:16:23.980058+00:00",
+  "dataset": "C:\\gmb_final\\data\\public_datasets\\kgp-entity-citation-graph",
+  "csv_report": "C:\\gmb_final\\artifacts\\citation_url_audits\\kgp_citation_url_audit_20260603T021623Z.csv",
+  "latest_csv_report": "C:\\gmb_final\\artifacts\\citation_url_audits\\kgp_citation_url_audit_latest.csv",
+  "row_count": 9,
+  "unreachable_count": 0,
+  "blocking_count": 0,
+  "manual_only_count": 0,
+  "publishable_candidate_count": 9,
+  "risk_counts": {
+    "publishable_evidence_candidate": 2,
+    "publishable_first_party_location": 7
+  }
+}

dataset-metadata.json

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+{
+  "dataset_name": "King Pawn USA Entity and Citation Graph",
+  "version": "2026.06.01",
+  "synthetic": false,
+  "public_publish_allowed": true,
+  "publication_status": "approved_for_public_release",
+  "sources": [
+    {
+      "name": "King Pawn USA canonical location registry",
+      "path": "data/kgp_locations.json",
+      "source_type": "first_party_operational_registry"
+    },
+    {
+      "name": "Verified public citation evidence URLs",
+      "path": "citation_evidence_scan.csv",
+      "source_type": "reachable_profile_level_public_evidence"
+    }
+  ],
+  "schema": {
+    "kgp_locations.csv": [
+      "store_code",
+      "public_name",
+      "street_address",
+      "address_line_2",
+      "city",
+      "state",
+      "postal_code",
+      "phone",
+      "phone_e164",
+      "location_url",
+      "canonical_entity",
+      "full_address",
+      "service_targets"
+    ],
+    "kgp_sameas_edges.csv": [
+      "store_code",
+      "entity_url",
+      "same_as_url",
+      "relationship",
+      "verification_status"
+    ],
+    "citation_evidence_scan.csv": [
+      "source",
+      "source_url",
+      "citation_status",
+      "matched_store_codes",
+      "evidence_note",
+      "next_action",
+      "publication_class"
+    ],
+    "store_citation_edges.csv": [
+      "store_code",
+      "citation_source",
+      "citation_url",
+      "citation_status",
+      "citation_role",
+      "needs_manual_reconciliation"
+    ]
+  },
+  "limitations": [
+    "This dataset does not claim association membership unless separately verified.",
+    "GBP location IDs and private account/resource identifiers are intentionally excluded.",
+    "Only reachable first-party location URLs and reachable profile-level third-party citation evidence are included.",
+    "Directory search pages, blocked URLs, unverified memberships, and outreach opportunities are excluded from the public package.",
+    "No rankings, review counts, transaction volumes, or market-size claims are included."
+  ],
+  "files": [
+    "kgp_locations.csv",
+    "kgp_sameas_edges.csv",
+    "citation_evidence_scan.csv",
+    "store_citation_edges.csv",
+    "schema-dataset.jsonld"
+  ]
+}

kgp_locations.csv

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+store_code,public_name,street_address,address_line_2,city,state,postal_code,phone,phone_e164,location_url,canonical_entity,full_address,service_targets
+KG_FREEPORT,King Gold and Pawn - Freeport,24 W Merrick Rd,,Freeport,NY,11520,(516) 442-3939,+15164423939,https://kingpawnusa.com/pawn-shop-freeport/,https://kingpawnusa.com,"24 W Merrick Rd, Freeport, NY, 11520",pawn loans; sell gold; jewelry appraisal; luxury watches; electronics
+KG_BRIGHTON_BEACH,King Gold and Pawn - Brighton Beach,510 Brighton Beach Ave,,Brooklyn,NY,11235,(718) 676-6762,+17186766762,https://kingpawnusa.com/king-gold-and-pawn-shop-brighton-beach/,https://kingpawnusa.com,"510 Brighton Beach Ave, Brooklyn, NY, 11235",pawn loans; sell gold; jewelry; luxury watches; diamonds
+KG_PITKIN,King Gold and Pawn - Pitkin Ave,1683 Pitkin Ave,,Brooklyn,NY,11212,(718) 484-8001,+17184848001,https://kingpawnusa.com/king-gold-and-pawn-shop-pitkin-avenue/,https://kingpawnusa.com,"1683 Pitkin Ave, Brooklyn, NY, 11212",pawn loans; cash for gold; electronics; tools; diamonds
+KG_SUNSET_PARK,King Gold and Pawn - Sunset Park,4507 5th Ave,,Brooklyn,NY,11220,(718) 633-3339,+17186333339,https://kingpawnusa.com/king-gold-and-pawn-shop-5th-avenue-brooklyn/,https://kingpawnusa.com,"4507 5th Ave, Brooklyn, NY, 11220",pawn loans; sell gold; jewelry; luxury watches; electronics
+KG_BRONX_LONGWOOD,King Gold and Pawn - Bronx,1054 Southern Blvd,,Bronx,NY,10459,(718) 872-7066,+17188727066,https://kingpawnusa.com/pawn-shop-the-bronx/,https://kingpawnusa.com,"1054 Southern Blvd, Bronx, NY, 10459",pawn loans; cash for gold; jewelry; electronics; tools
+KG_LAWRENCE,King Gold and Pawn - Lawrence,636 Rockaway Turnpike,2nd Floor,Lawrence,NY,11559,(516) 812-9339,+15168129339,https://kingpawnusa.com/pawn-shop-lawrence/,https://kingpawnusa.com,"636 Rockaway Turnpike, 2nd Floor, Lawrence, NY, 11559",pawn loans; sell gold; engagement rings; luxury watches; diamonds
+KG_NEW_ROCHELLE,King Gold and Pawn - New Rochelle,217 North Ave,,New Rochelle,NY,10801,(914) 278-9445,+19142789445,https://kingpawnusa.com/pawn-shop-new-rochelle/,https://kingpawnusa.com,"217 North Ave, New Rochelle, NY, 10801",pawn loans; sell gold; jewelry appraisal; luxury watches; diamonds

kgp_sameas_edges.csv

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+store_code,entity_url,same_as_url,relationship,verification_status
+KG_FREEPORT,https://kingpawnusa.com/pawn-shop-freeport/,https://kingpawnusa.com,location_page_of_canonical_brand,first_party_registry
+KG_BRIGHTON_BEACH,https://kingpawnusa.com/king-gold-and-pawn-shop-brighton-beach/,https://kingpawnusa.com,location_page_of_canonical_brand,first_party_registry
+KG_PITKIN,https://kingpawnusa.com/king-gold-and-pawn-shop-pitkin-avenue/,https://kingpawnusa.com,location_page_of_canonical_brand,first_party_registry
+KG_SUNSET_PARK,https://kingpawnusa.com/king-gold-and-pawn-shop-5th-avenue-brooklyn/,https://kingpawnusa.com,location_page_of_canonical_brand,first_party_registry
+KG_BRONX_LONGWOOD,https://kingpawnusa.com/pawn-shop-the-bronx/,https://kingpawnusa.com,location_page_of_canonical_brand,first_party_registry
+KG_LAWRENCE,https://kingpawnusa.com/pawn-shop-lawrence/,https://kingpawnusa.com,location_page_of_canonical_brand,first_party_registry
+KG_NEW_ROCHELLE,https://kingpawnusa.com/pawn-shop-new-rochelle/,https://kingpawnusa.com,location_page_of_canonical_brand,first_party_registry

methodology.md

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+# Methodology
+
+## Purpose
+
+The purpose is to make King Pawn USA / King Gold and Pawn easier to verify as a real multi-location pawn and gold business through clean, machine-readable entity facts.
+
+## Source Collection
+
+Location facts come from the local canonical King Gold & Pawn registry at `data/kgp_locations.json`.
+
+Citation evidence rows are limited to reachable profile-level public sources. Outreach targets, search-result pages, blocked URLs, unverified memberships, and manual verification backlogs are kept out of the public dataset package.
+
+## Exclusions
+
+The dataset excludes private GBP location IDs, OAuth/account identifiers, credentials, review text, customer data, transaction data, invented market statistics, and unsupported ranking claims.
+
+## Maintenance
+
+Before future releases, verify each location against the live website and promote only reachable profile-level citation evidence.

schema-dataset.jsonld

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+{
+  "@context": "https://schema.org",
+  "@type": "Dataset",
+  "name": "King Pawn USA Entity and Citation Graph",
+  "version": "2026.06.01",
+  "dateModified": "2026-06-02",
+  "description": "A first-party entity registry and citation target graph for King Pawn USA / King Gold and Pawn locations.",
+  "creator": {
+    "@type": "Organization",
+    "name": "King Pawn USA",
+    "url": "https://kingpawnusa.com"
+  },
+  "license": "https://creativecommons.org/licenses/by/4.0/",
+  "isAccessibleForFree": true,
+  "keywords": [
+    "King Pawn USA",
+    "King Gold and Pawn",
+    "pawn shop locations",
+    "pawn industry citations",
+    "New York pawn shops"
+  ],
+  "distribution": [
+    {
+      "@type": "DataDownload",
+      "encodingFormat": "text/csv",
+      "contentUrl": "kgp_locations.csv"
+    },
+    {
+      "@type": "DataDownload",
+      "encodingFormat": "text/csv",
+      "contentUrl": "kgp_sameas_edges.csv"
+    },
+    {
+      "@type": "DataDownload",
+      "encodingFormat": "text/csv",
+      "contentUrl": "citation_evidence_scan.csv"
+    },
+    {
+      "@type": "DataDownload",
+      "encodingFormat": "text/csv",
+      "contentUrl": "store_citation_edges.csv"
+    }
+  ]
+}

store_citation_edges.csv

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+store_code,citation_source,citation_url,citation_status,citation_role,needs_manual_reconciliation
+KG_BRIGHTON_BEACH,Jewelers of America Brighton Beach profile,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161699,found_indexed_member_profile,existing_public_citation,False
+KG_SUNSET_PARK,Jewelers of America Sunset Park profile,https://www.jewelers.org/buying-jewelry/shop-with-a-member-jeweler/find-a-jeweler/king-gold-and-pawn-82161681,found_indexed_member_profile,existing_public_citation,False