Triple
T5007761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Army Audit Agency |
E112537
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object |
Government Auditing Standards
Government Auditing Standards are a set of professional guidelines, often called the "Yellow Book," issued by the U.S. Government Accountability Office to ensure the quality, integrity, and independence of government audits.
|
E487075
|
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: Government Auditing Standards | Statement: [United States Army Audit Agency, follows, Government Auditing Standards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government Auditing Standards Context triple: [United States Army Audit Agency, follows, Government Auditing Standards]
-
A.
International Standards for the Professional Practice of Internal Auditing
The International Standards for the Professional Practice of Internal Auditing are globally recognized principles and requirements that define the conduct, quality, and scope of internal auditing activities within organizations.
-
B.
OECD Internal Audit
OECD Internal Audit is the internal oversight body of the OECD responsible for independently evaluating and improving the effectiveness of the organization’s risk management, control, and governance processes.
-
C.
Government Internal Audit Agency
The Government Internal Audit Agency is a UK central government body that provides independent internal audit and assurance services to government departments and public sector organizations.
-
D.
Statements of Financial Accounting Standards
Statements of Financial Accounting Standards were authoritative pronouncements issued by the Financial Accounting Standards Board that established key accounting principles and reporting requirements under U.S. GAAP before being superseded by the FASB Accounting Standards Codification.
-
E.
GSA Acquisition Regulation
The GSA Acquisition Regulation is a supplement to the Federal Acquisition Regulation that provides agency-specific policies and procedures governing how the U.S. General Services Administration conducts its procurement and contracting activities.
- 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: Government Auditing Standards Triple: [United States Army Audit Agency, follows, Government Auditing Standards]
Generated description
Government Auditing Standards are a set of professional guidelines, often called the "Yellow Book," issued by the U.S. Government Accountability Office to ensure the quality, integrity, and independence of government audits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Government Auditing Standards Target entity description: Government Auditing Standards are a set of professional guidelines, often called the "Yellow Book," issued by the U.S. Government Accountability Office to ensure the quality, integrity, and independence of government audits.
-
A.
International Standards for the Professional Practice of Internal Auditing
The International Standards for the Professional Practice of Internal Auditing are globally recognized principles and requirements that define the conduct, quality, and scope of internal auditing activities within organizations.
-
B.
OECD Internal Audit
OECD Internal Audit is the internal oversight body of the OECD responsible for independently evaluating and improving the effectiveness of the organization’s risk management, control, and governance processes.
-
C.
Government Internal Audit Agency
The Government Internal Audit Agency is a UK central government body that provides independent internal audit and assurance services to government departments and public sector organizations.
-
D.
Statements of Financial Accounting Standards
Statements of Financial Accounting Standards were authoritative pronouncements issued by the Financial Accounting Standards Board that established key accounting principles and reporting requirements under U.S. GAAP before being superseded by the FASB Accounting Standards Codification.
-
E.
GSA Acquisition Regulation
The GSA Acquisition Regulation is a supplement to the Federal Acquisition Regulation that provides agency-specific policies and procedures governing how the U.S. General Services Administration conducts its procurement and contracting activities.
- 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_69bd4433d0b08190877e83959ef40d81 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72e8a0308190a47d81943ad85bba |
completed | March 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9266314881909dfb710c5b5c8f65 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be93cfbe2881908cf97dd9ec5d28b5 |
completed | March 21, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9448b5148190903775d394a095f0 |
completed | March 21, 2026, 12:51 p.m. |
Created at: March 20, 2026, 1:35 p.m.