Triple

T5775600

Position	Surface form	Disambiguated ID	Type / Status
Subject	Legislative Department	`E127431`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Office of Legislative Audits The Office of Legislative Audits is a government agency that conducts independent audits and evaluations of public entities to support legislative oversight and ensure accountability in the use of public resources.	`E542814`	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: Office of Legislative Audits | Statement: [Legislative Department, relatedTo, Office of Legislative Audits]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Office of Legislative Audits
Context triple: [Legislative Department, relatedTo, Office of Legislative Audits]

A. Office of Audit
The Office of Audit is a division within the Treasury Inspector General for Tax Administration responsible for evaluating and improving the efficiency, effectiveness, and integrity of IRS programs and operations through independent audits.
B. Office of Audit
The Office of Audit is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting audits to promote efficiency, effectiveness, and integrity in the department’s programs and operations.
C. Commission on Audit
The Commission on Audit is the Philippines’ independent constitutional body responsible for examining, auditing, and settling all accounts and expenditures of the government and its agencies.
D. Bureau of Audit
The Bureau of Audit is a division within the New York City government responsible for examining and evaluating the financial operations and performance of city agencies and programs.
E. Office of Inspector General
The Office of Inspector General is an internal oversight and accountability unit that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the Florida Department of Environmental Protection.
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: Office of Legislative Audits
Triple: [Legislative Department, relatedTo, Office of Legislative Audits]

Generated description

The Office of Legislative Audits is a government agency that conducts independent audits and evaluations of public entities to support legislative oversight and ensure accountability in the use of public resources.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Office of Legislative Audits
Target entity description: The Office of Legislative Audits is a government agency that conducts independent audits and evaluations of public entities to support legislative oversight and ensure accountability in the use of public resources.

A. Office of Audit
The Office of Audit is a division within the Treasury Inspector General for Tax Administration responsible for evaluating and improving the efficiency, effectiveness, and integrity of IRS programs and operations through independent audits.
B. Office of Audit
The Office of Audit is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting audits to promote efficiency, effectiveness, and integrity in the department’s programs and operations.
C. Commission on Audit
The Commission on Audit is the Philippines’ independent constitutional body responsible for examining, auditing, and settling all accounts and expenditures of the government and its agencies.
D. Bureau of Audit
The Bureau of Audit is a division within the New York City government responsible for examining and evaluating the financial operations and performance of city agencies and programs.
E. Office of Inspector General
The Office of Inspector General is an internal oversight and accountability unit that conducts audits, investigations, and reviews to prevent fraud, waste, and abuse within the Florida Department of Environmental Protection.
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_69c008361fa88190aefa4dc41b051e7f`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c029de3bb4819087a6f3e920e12990`	completed	March 22, 2026, 5:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c07e6fd260819090d5e3c877c8bd31`	completed	March 22, 2026, 11:42 p.m.
NEDg	Description generation	`batch_69c08ba48a1c819090f276116a084a01`	completed	March 23, 2026, 12:39 a.m.
NED2	Entity disambiguation (via description)	`batch_69c08c094bd08190bb3d849bf1a80ad0`	completed	March 23, 2026, 12:40 a.m.

Created at: March 22, 2026, 3:50 p.m.