Triple

T17017294

Position	Surface form	Disambiguated ID	Type / Status
Subject	Town of Chatham (local government)	`E412854`	entity
Predicate	oversees	`P46`	FINISHED
Object	zoning board of appeals The zoning board of appeals is a local governmental body that reviews and decides requests for exceptions, variances, and appeals related to municipal zoning regulations.	`E1245501`	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: zoning board of appeals | Statement: [Town of Chatham (local government), oversees, zoning board of appeals]

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

Target entity: zoning board of appeals
Context triple: [Town of Chatham (local government), oversees, zoning board of appeals]

A. Zoning Evaluation Division
The Zoning Evaluation Division is a unit of Fairfax County’s Department of Planning and Development responsible for reviewing and processing zoning applications, land use proposals, and related development approvals.
B. Board of Zoning Adjustment of the District of Columbia
The Board of Zoning Adjustment of the District of Columbia is a quasi-judicial body that reviews and decides requests for zoning variances, special exceptions, and appeals related to land use decisions in Washington, D.C.
C. Committee on Zoning, Landmarks and Building Standards
The Committee on Zoning, Landmarks and Building Standards is a Chicago City Council body that oversees land use, historic preservation, and building code regulations within the city.
D. Zoning Administration Division
The Zoning Administration Division is a unit within Fairfax County’s Department of Planning and Development responsible for interpreting, administering, and enforcing the county’s zoning regulations and ordinances.
E. New York City Zoning Resolution
The New York City Zoning Resolution is the comprehensive legal framework that regulates land use, building size, and development standards across New York City’s five boroughs.
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: zoning board of appeals
Triple: [Town of Chatham (local government), oversees, zoning board of appeals]

Generated description

The zoning board of appeals is a local governmental body that reviews and decides requests for exceptions, variances, and appeals related to municipal zoning regulations.

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

Target entity: zoning board of appeals
Target entity description: The zoning board of appeals is a local governmental body that reviews and decides requests for exceptions, variances, and appeals related to municipal zoning regulations.

A. Zoning Evaluation Division
The Zoning Evaluation Division is a unit of Fairfax County’s Department of Planning and Development responsible for reviewing and processing zoning applications, land use proposals, and related development approvals.
B. Board of Zoning Adjustment of the District of Columbia
The Board of Zoning Adjustment of the District of Columbia is a quasi-judicial body that reviews and decides requests for zoning variances, special exceptions, and appeals related to land use decisions in Washington, D.C.
C. Committee on Zoning, Landmarks and Building Standards
The Committee on Zoning, Landmarks and Building Standards is a Chicago City Council body that oversees land use, historic preservation, and building code regulations within the city.
D. Zoning Administration Division
The Zoning Administration Division is a unit within Fairfax County’s Department of Planning and Development responsible for interpreting, administering, and enforcing the county’s zoning regulations and ordinances.
E. New York City Zoning Resolution
The New York City Zoning Resolution is the comprehensive legal framework that regulates land use, building size, and development standards across New York City’s five boroughs.
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_69d886cc4170819093deddc7b8b4b6a7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d480a58c8190a3912d26debb4311`	completed	April 18, 2026, 6:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a011b4d6cb881909b64b4368fd97fa9`	completed	May 10, 2026, 11:57 p.m.
NEDg	Description generation	`batch_6a011bc4617081908ad2d4c0d35fe98a`	completed	May 10, 2026, 11:59 p.m.
NED2	Entity disambiguation (via description)	`batch_6a011c76d5b88190b5cda571231f5c7e`	completed	May 11, 2026, 12:01 a.m.

Created at: April 10, 2026, 5:33 a.m.