Triple

T8264069
Position Surface form Disambiguated ID Type / Status
Subject State Medicaid Fraud Control Units E193259 entity
Predicate hasAbbreviation P43 FINISHED
Object MFCUs
MFCUs are specialized state-level law enforcement units that investigate and prosecute Medicaid provider fraud and patient abuse in healthcare facilities.
 E722075 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: MFCUs | Statement: [State Medicaid Fraud Control Units, hasAbbreviation, MFCUs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MFCUs
Context triple: [State Medicaid Fraud Control Units, hasAbbreviation, MFCUs]
  • A. FCU
    FCU is the commonly used abbreviation for FC Ulaanbaatar, a professional football club based in Mongolia’s capital city.
  • B. Municipal Credit Union
    Municipal Credit Union is a New York City–based financial cooperative that provides banking and credit services to municipal and other public-sector employees.
  • C. National Credit Union Share Insurance Fund
    The National Credit Union Share Insurance Fund is a U.S. government-backed fund that insures members’ deposits in federally insured credit unions, similar to how the FDIC protects bank deposits.
  • D. Credit Union National Association
    The Credit Union National Association is a leading U.S. trade association that advocates for and provides services to credit unions and their members nationwide.
  • E. U.S. credit unions
    U.S. credit unions are member-owned, not-for-profit financial cooperatives that provide banking services such as savings accounts, loans, and checking to their members in the United States.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: MFCUs
Triple: [State Medicaid Fraud Control Units, hasAbbreviation, MFCUs]
Generated description
MFCUs are specialized state-level law enforcement units that investigate and prosecute Medicaid provider fraud and patient abuse in healthcare facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MFCUs
Target entity description: MFCUs are specialized state-level law enforcement units that investigate and prosecute Medicaid provider fraud and patient abuse in healthcare facilities.
  • A. FCU
    FCU is the commonly used abbreviation for FC Ulaanbaatar, a professional football club based in Mongolia’s capital city.
  • B. Municipal Credit Union
    Municipal Credit Union is a New York City–based financial cooperative that provides banking and credit services to municipal and other public-sector employees.
  • C. National Credit Union Share Insurance Fund
    The National Credit Union Share Insurance Fund is a U.S. government-backed fund that insures members’ deposits in federally insured credit unions, similar to how the FDIC protects bank deposits.
  • D. Credit Union National Association
    The Credit Union National Association is a leading U.S. trade association that advocates for and provides services to credit unions and their members nationwide.
  • E. U.S. credit unions
    U.S. credit unions are member-owned, not-for-profit financial cooperatives that provide banking services such as savings accounts, loans, and checking to their members in the United States.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb793aa8f08190b20b3616ceb9bec7 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd357b0ae081909fdaeab31624e6f1 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd4e5e9a2c819099a65053a12c8fde completed April 1, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69cd507ce2a881909da6871a9f6df119 completed April 1, 2026, 5:06 p.m.
Created at: March 30, 2026, 5:49 p.m.