Triple

T21940164

Position	Surface form	Disambiguated ID	Type / Status
Subject	Buffalo Common Council	`E541795`	entity
Predicate	hasCommittee	`P1396`	FINISHED
Object	Civil Service Committee The Civil Service Committee is a standing committee of the Buffalo Common Council that oversees matters related to municipal employment, personnel policies, and civil service regulations within the city government.	`E1509831`	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: Civil Service Committee | Statement: [Buffalo Common Council, hasCommittee, Civil Service Committee]

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

Target entity: Civil Service Committee
Context triple: [Buffalo Common Council, hasCommittee, Civil Service Committee]

A. Civil Service Commission
The Civil Service Commission is an independent body responsible for overseeing recruitment and upholding merit, fairness, and integrity within the UK civil service.
B. Civil Service Commission
The Civil Service Commission was the former U.S. federal agency responsible for overseeing the merit-based civil service system, including employee hiring, promotion, and disciplinary procedures, before its functions were largely transferred to the Office of Personnel Management and the Merit Systems Protection Board.
C. Civil Service Commission
The Civil Service Commission is a governmental body responsible for overseeing the recruitment, management, and regulation of public servants within a country's civil service system.
D. Civil Service Board
The Civil Service Board is a governing body responsible for setting and upholding standards, policies, and oversight for the civil service workforce.
E. Senate Committee on Civil Service and Retrenchment
The Senate Committee on Civil Service and Retrenchment was a United States Senate committee responsible for overseeing federal civil service policies and efforts to reduce government expenditures and staffing.
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: Civil Service Committee
Triple: [Buffalo Common Council, hasCommittee, Civil Service Committee]

Generated description

The Civil Service Committee is a standing committee of the Buffalo Common Council that oversees matters related to municipal employment, personnel policies, and civil service regulations within the city government.

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

Target entity: Civil Service Committee
Target entity description: The Civil Service Committee is a standing committee of the Buffalo Common Council that oversees matters related to municipal employment, personnel policies, and civil service regulations within the city government.

A. Civil Service Commission
The Civil Service Commission is an independent body responsible for overseeing recruitment and upholding merit, fairness, and integrity within the UK civil service.
B. Civil Service Commission
The Civil Service Commission was the former U.S. federal agency responsible for overseeing the merit-based civil service system, including employee hiring, promotion, and disciplinary procedures, before its functions were largely transferred to the Office of Personnel Management and the Merit Systems Protection Board.
C. Civil Service Commission
The Civil Service Commission is a governmental body responsible for overseeing the recruitment, management, and regulation of public servants within a country's civil service system.
D. Civil Service Board
The Civil Service Board is a governing body responsible for setting and upholding standards, policies, and oversight for the civil service workforce.
E. Senate Committee on Civil Service and Retrenchment
The Senate Committee on Civil Service and Retrenchment was a United States Senate committee responsible for overseeing federal civil service policies and efforts to reduce government expenditures and staffing.
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_69e0c47e2e5c81909a7f74ce3de50911`	completed	April 16, 2026, 11:14 a.m.
NER	Named-entity recognition	`batch_69f12420b1cc81909b375891aedc0979`	completed	April 28, 2026, 9:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a60eccc988190a247a23c9836f3f2`	completed	May 18, 2026, 12:44 a.m.
NEDg	Description generation	`batch_6a0a61b197fc8190905c86e03c1cf5b9`	completed	May 18, 2026, 12:47 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0a6240a5008190a745a20a51d3f239`	completed	May 18, 2026, 12:50 a.m.

Created at: April 16, 2026, 7:55 p.m.