Triple
T8264018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Special Fraud Alerts |
E193257
|
entity |
| Predicate | relatedDocumentType |
P24327
|
FINISHED |
| Object |
OIG Special Advisory Bulletins
OIG Special Advisory Bulletins are guidance documents issued by the U.S. Department of Health and Human Services Office of Inspector General that explain how certain healthcare business practices may implicate federal fraud and abuse laws and outline compliance expectations.
|
E37875
|
NE FINISHED |
How this triple was built (5 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: OIG Special Advisory Bulletins | Statement: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OIG Special Advisory Bulletins Context triple: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
-
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 the Inspector General
The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
-
C.
Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
-
D.
Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
-
E.
Office of Inspector General
The Office of Inspector General is an independent oversight body within NASA responsible for auditing, investigating, and preventing fraud, waste, and abuse in the agency’s programs and operations.
- 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: OIG Special Advisory Bulletins Triple: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
Generated description
OIG Special Advisory Bulletins are guidance documents issued by the U.S. Department of Health and Human Services Office of Inspector General that explain how certain healthcare business practices may implicate federal fraud and abuse laws and outline compliance expectations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OIG Special Advisory Bulletins Target entity description: OIG Special Advisory Bulletins are guidance documents issued by the U.S. Department of Health and Human Services Office of Inspector General that explain how certain healthcare business practices may implicate federal fraud and abuse laws and outline compliance expectations.
-
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 the Inspector General
chosen
The Office of the Inspector General is an independent oversight office within the U.S. Department of Health and Human Services responsible for preventing and detecting fraud, waste, and abuse in the department’s programs and operations.
-
C.
Office of Inspector General
The Office of Inspector General is an independent oversight body within NASA responsible for auditing, investigating, and preventing fraud, waste, and abuse in the agency’s programs and operations.
-
D.
Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Transportation that conducts audits and investigations to prevent waste, fraud, and abuse and to promote efficiency and integrity in the department’s programs and operations.
-
E.
Office of Inspector General
The Office of Inspector General is an independent oversight body within the U.S. Department of Labor responsible for auditing, investigating, and preventing fraud, waste, and abuse in the department’s programs and operations.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: relatedDocumentType Context triple: [Special Fraud Alerts, relatedDocumentType, OIG Special Advisory Bulletins]
-
A.
relatedType
Indicates that one entity is connected to another through a specified type or category of relationship.
-
B.
linkedDocument
Indicates that one document is associated with or references another document in a meaningful way.
-
C.
documentationType
Indicates the specific category or kind of documentation associated with or required for an entity or process.
-
D.
relatedForm
Indicates that one entity is an alternative or variant form of another, such as a different spelling, inflection, or closely related lexical form.
-
E.
documentTypeUsed
chosen
Indicates that a particular type or category of document is employed or applied in a given context or activity.
- F. None of above.
Provenance (6 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. |
| PD | Predicate disambiguation | batch_69cb36b8707881909aca349230495a5a |
completed | March 31, 2026, 2:51 a.m. |
Created at: March 30, 2026, 5:49 p.m.