Triple

T8666166

Position	Surface form	Disambiguated ID	Type / Status
Subject	John W. Gardner	`E205678`	entity
Predicate	boardMemberOf	`P10`	FINISHED
Object	National Urban Coalition The National Urban Coalition was a U.S. civil rights and advocacy organization formed in the late 1960s to address urban poverty, racial inequality, and city revitalization through partnerships among business, government, and community leaders.	`E749406`	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: National Urban Coalition | Statement: [John W. Gardner, boardMemberOf, National Urban Coalition]

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

Target entity: National Urban Coalition
Context triple: [John W. Gardner, boardMemberOf, National Urban Coalition]

A. National Urban League Young Professionals
National Urban League Young Professionals is an auxiliary volunteer network of young adults dedicated to supporting the National Urban League’s mission through professional development, community service, and civic engagement.
B. Urban Affairs Council
The Urban Affairs Council was a former White House advisory body focused on coordinating federal policy and programs related to urban development and city issues in the United States.
C. The U.S. Conference of Mayors
The U.S. Conference of Mayors is a nonpartisan organization representing the interests and promoting the collaboration of mayors from cities across the United States.
D. National Urban League
The National Urban League is a historic civil rights and urban advocacy organization in the United States that works to promote economic empowerment, equality, and social justice for African Americans and other underserved communities.
E. National League of Cities
The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
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: National Urban Coalition
Triple: [John W. Gardner, boardMemberOf, National Urban Coalition]

Generated description

The National Urban Coalition was a U.S. civil rights and advocacy organization formed in the late 1960s to address urban poverty, racial inequality, and city revitalization through partnerships among business, government, and community leaders.

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

Target entity: National Urban Coalition
Target entity description: The National Urban Coalition was a U.S. civil rights and advocacy organization formed in the late 1960s to address urban poverty, racial inequality, and city revitalization through partnerships among business, government, and community leaders.

A. National Urban League Young Professionals
National Urban League Young Professionals is an auxiliary volunteer network of young adults dedicated to supporting the National Urban League’s mission through professional development, community service, and civic engagement.
B. Urban Affairs Council
The Urban Affairs Council was a former White House advisory body focused on coordinating federal policy and programs related to urban development and city issues in the United States.
C. The U.S. Conference of Mayors
The U.S. Conference of Mayors is a nonpartisan organization representing the interests and promoting the collaboration of mayors from cities across the United States.
D. National Urban League
The National Urban League is a historic civil rights and urban advocacy organization in the United States that works to promote economic empowerment, equality, and social justice for African Americans and other underserved communities.
E. National League of Cities
The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
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_69ca83516ae88190aefe034b3bc589e3`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc48a1dd1481908c56abca48fcd562`	completed	March 31, 2026, 10:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cecd1592788190a882fb7218f95807`	completed	April 2, 2026, 8:09 p.m.
NEDg	Description generation	`batch_69cece8e5afc8190912b6eb9c80dd073`	completed	April 2, 2026, 8:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69cecf8ee4f48190bb901e35ade91b6c`	completed	April 2, 2026, 8:20 p.m.

Created at: March 30, 2026, 6:31 p.m.