Triple

T1733842
Position Surface form Disambiguated ID Type / Status
Subject Office of Inspector General, U.S. Department of Health and Human Services E37875 entity
Predicate publishes P80 FINISHED
Object Special Fraud Alerts
Special Fraud Alerts are official guidance documents issued by the HHS Office of Inspector General to warn healthcare providers and the public about practices that may constitute fraud or abuse in federal health care programs.
E193257 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: Special Fraud Alerts | Statement: [Office of Inspector General, U.S. Department of Health and Human Services, publishes, Special Fraud Alerts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Fraud Alerts
Context triple: [Office of Inspector General, U.S. Department of Health and Human Services, publishes, Special Fraud Alerts]
  • A. Fraud Section
    The Fraud Section is a specialized unit within the U.S. Department of Justice that investigates and prosecutes complex financial and corporate fraud, including securities, health care, and foreign bribery offenses.
  • B. AMBER Alerts
    AMBER Alerts are urgent public notifications issued by law enforcement and broadcast through various channels to help quickly locate and recover abducted children.
  • C. The Fraud
    The Fraud is a historical novel by Zadie Smith that intertwines a 19th-century literary household with the infamous Tichborne trial to explore truth, authorship, and identity in Victorian England.
  • D. Silver Alert
    Silver Alert is a public notification system used to broadcast information about missing older adults or cognitively impaired individuals to aid in their safe recovery.
  • E. First Alert
    First Alert is a consumer safety brand best known for its smoke alarms, carbon monoxide detectors, and other home safety products.
  • 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: Special Fraud Alerts
Triple: [Office of Inspector General, U.S. Department of Health and Human Services, publishes, Special Fraud Alerts]
Generated description
Special Fraud Alerts are official guidance documents issued by the HHS Office of Inspector General to warn healthcare providers and the public about practices that may constitute fraud or abuse in federal health care programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Fraud Alerts
Target entity description: Special Fraud Alerts are official guidance documents issued by the HHS Office of Inspector General to warn healthcare providers and the public about practices that may constitute fraud or abuse in federal health care programs.
  • A. Fraud Section
    The Fraud Section is a specialized unit within the U.S. Department of Justice that investigates and prosecutes complex financial and corporate fraud, including securities, health care, and foreign bribery offenses.
  • B. AMBER Alerts
    AMBER Alerts are urgent public notifications issued by law enforcement and broadcast through various channels to help quickly locate and recover abducted children.
  • C. The Fraud
    The Fraud is a historical novel by Zadie Smith that intertwines a 19th-century literary household with the infamous Tichborne trial to explore truth, authorship, and identity in Victorian England.
  • D. Silver Alert
    Silver Alert is a public notification system used to broadcast information about missing older adults or cognitively impaired individuals to aid in their safe recovery.
  • E. First Alert
    First Alert is a consumer safety brand best known for its smoke alarms, carbon monoxide detectors, and other home safety products.
  • 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_69a8861cc6ac8190ac0b2e31ccf62851 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63a0308c81909145dec7069bd06e completed March 6, 2026, 5:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8afd15a881909a5d55dd960799d1 completed March 8, 2026, 2:43 p.m.
NEDg Description generation batch_69ad957e9a6c81909d52bf2def797526 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b6c03881909f278594e800c0f5 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.