Triple
T8264008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Fraud Alerts |
E193257
|
entity |
| Predicate | medium |
P166
|
FINISHED |
| Object |
HHS OIG website publications
HHS OIG website publications are official online releases from the U.S. Department of Health and Human Services Office of Inspector General that provide guidance, reports, and alerts on healthcare fraud, waste, and abuse.
|
E722074
|
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: HHS OIG website publications | Statement: [Special Fraud Alerts, medium, HHS OIG website publications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HHS OIG website publications Context triple: [Special Fraud Alerts, medium, HHS OIG website publications]
-
A.
DOI OIG
DOI OIG is the independent oversight office that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the U.S. Department of the Interior.
-
B.
Office of Evaluation and Inspections, HHS OIG
The Office of Evaluation and Inspections (OEI) is a division of the HHS Office of Inspector General that conducts national evaluations to assess the effectiveness, efficiency, and integrity of U.S. Department of Health and Human Services programs.
-
C.
Office of Audit Services, HHS OIG
The Office of Audit Services (OAS) is the division of the HHS Office of Inspector General responsible for conducting independent audits of U.S. Department of Health and Human Services programs and operations to promote efficiency, effectiveness, and integrity.
-
D.
Government Publishing Office Inspector General
The Government Publishing Office Inspector General is an independent oversight office that conducts audits, investigations, and reviews to prevent waste, fraud, and abuse within the U.S. Government Publishing Office and its programs.
-
E.
Catalog of U.S. Government Publications
The Catalog of U.S. Government Publications is an online index and search tool that provides public access to bibliographic records and links for publications produced by the U.S. federal government.
- 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: HHS OIG website publications Triple: [Special Fraud Alerts, medium, HHS OIG website publications]
Generated description
HHS OIG website publications are official online releases from the U.S. Department of Health and Human Services Office of Inspector General that provide guidance, reports, and alerts on healthcare fraud, waste, and abuse.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HHS OIG website publications Target entity description: HHS OIG website publications are official online releases from the U.S. Department of Health and Human Services Office of Inspector General that provide guidance, reports, and alerts on healthcare fraud, waste, and abuse.
-
A.
DOI OIG
DOI OIG is the independent oversight office that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the U.S. Department of the Interior.
-
B.
Office of Evaluation and Inspections, HHS OIG
The Office of Evaluation and Inspections (OEI) is a division of the HHS Office of Inspector General that conducts national evaluations to assess the effectiveness, efficiency, and integrity of U.S. Department of Health and Human Services programs.
-
C.
Office of Audit Services, HHS OIG
The Office of Audit Services (OAS) is the division of the HHS Office of Inspector General responsible for conducting independent audits of U.S. Department of Health and Human Services programs and operations to promote efficiency, effectiveness, and integrity.
-
D.
Government Publishing Office Inspector General
The Government Publishing Office Inspector General is an independent oversight office that conducts audits, investigations, and reviews to prevent waste, fraud, and abuse within the U.S. Government Publishing Office and its programs.
-
E.
Catalog of U.S. Government Publications
The Catalog of U.S. Government Publications is an online index and search tool that provides public access to bibliographic records and links for publications produced by the U.S. federal government.
- 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.