Triple

T13627766

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Hanover County, North Carolina	`E325629`	entity
Predicate	hasRegionalPlanningOrganization	`P20557`	FINISHED
Object	Cape Fear Council of Governments Cape Fear Council of Governments is a regional planning and coordination agency serving local governments in the Cape Fear area of southeastern North Carolina.	`E1051673`	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: Cape Fear Council of Governments | Statement: [New Hanover County, North Carolina, hasRegionalPlanningOrganization, Cape Fear Council of Governments]

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

Target entity: Cape Fear Council of Governments
Context triple: [New Hanover County, North Carolina, hasRegionalPlanningOrganization, Cape Fear Council of Governments]

A. Western Piedmont Council of Governments
The Western Piedmont Council of Governments is a regional planning and intergovernmental agency that coordinates land use, transportation, and economic development efforts among local governments in the western Piedmont region of North Carolina.
B. Camden County Improvement Authority
The Camden County Improvement Authority is a public agency in Camden County, New Jersey, responsible for financing and overseeing local development and infrastructure projects.
C. Franklin Regional Council of Governments
The Franklin Regional Council of Governments is a regional planning and service agency that provides cooperative municipal services and regional coordination for towns in Franklin County, Massachusetts.
D. Piedmont Regional Council
The Piedmont Regional Council is the legislative assembly of the Italian region of Piedmont, responsible for making regional laws and overseeing the regional government.
E. Cumberland County Council
Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
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: Cape Fear Council of Governments
Triple: [New Hanover County, North Carolina, hasRegionalPlanningOrganization, Cape Fear Council of Governments]

Generated description

Cape Fear Council of Governments is a regional planning and coordination agency serving local governments in the Cape Fear area of southeastern North Carolina.

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

Target entity: Cape Fear Council of Governments
Target entity description: Cape Fear Council of Governments is a regional planning and coordination agency serving local governments in the Cape Fear area of southeastern North Carolina.

A. Western Piedmont Council of Governments
The Western Piedmont Council of Governments is a regional planning and intergovernmental agency that coordinates land use, transportation, and economic development efforts among local governments in the western Piedmont region of North Carolina.
B. Camden County Improvement Authority
The Camden County Improvement Authority is a public agency in Camden County, New Jersey, responsible for financing and overseeing local development and infrastructure projects.
C. Franklin Regional Council of Governments
The Franklin Regional Council of Governments is a regional planning and service agency that provides cooperative municipal services and regional coordination for towns in Franklin County, Massachusetts.
D. Piedmont Regional Council
The Piedmont Regional Council is the legislative assembly of the Italian region of Piedmont, responsible for making regional laws and overseeing the regional government.
E. Cumberland County Council
Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
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_69d8076aae28819092cf636190ee5529`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbbe9d803481908101def32817b0eb`	completed	April 12, 2026, 3:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f77fa6a46881909d381d76d391f5b7`	completed	May 3, 2026, 5:02 p.m.
NEDg	Description generation	`batch_69f782c41634819096b0939c6c917259`	completed	May 3, 2026, 5:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69f78366eca88190be313c3a1b1e23ff`	completed	May 3, 2026, 5:18 p.m.

Created at: April 9, 2026, 9:51 p.m.