Triple

T1511226

Position	Surface form	Disambiguated ID	Type / Status
Subject	MIT School of Architecture and Planning	`E32016`	entity
Predicate	affiliation	`P10`	FINISHED
Object	Association of Collegiate Schools of Planning The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.	`E172401`	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: Association of Collegiate Schools of Planning | Statement: [MIT School of Architecture and Planning, affiliation, Association of Collegiate Schools of Planning]

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

Target entity: Association of Collegiate Schools of Planning
Context triple: [MIT School of Architecture and Planning, affiliation, Association of Collegiate Schools of Planning]

A. The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
B. Association of Collegiate Schools of Architecture
The Association of Collegiate Schools of Architecture is a nonprofit organization representing architecture programs at colleges and universities, dedicated to advancing architectural education, research, and academic collaboration.
C. School of Urban Planning
The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional planning.
D. Association of Public and Land-grant Universities
The Association of Public and Land-grant Universities is a research, policy, and advocacy organization representing leading public research universities and land-grant institutions across North America.
E. American Association of University Professors
The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
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: Association of Collegiate Schools of Planning
Triple: [MIT School of Architecture and Planning, affiliation, Association of Collegiate Schools of Planning]

Generated description

The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.

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

Target entity: Association of Collegiate Schools of Planning
Target entity description: The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.

A. The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
B. Association of Collegiate Schools of Architecture
The Association of Collegiate Schools of Architecture is a nonprofit organization representing architecture programs at colleges and universities, dedicated to advancing architectural education, research, and academic collaboration.
C. School of Urban Planning
The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional planning.
D. Association of Public and Land-grant Universities
The Association of Public and Land-grant Universities is a research, policy, and advocacy organization representing leading public research universities and land-grant institutions across North America.
E. American Association of University Professors
The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
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_69a885e8caf88190a5fbb6159ce87786`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa61db41c88190a2d97cc9cbbc3f06`	completed	March 6, 2026, 5:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad233e6e748190929b3f339cc9bd4b`	completed	March 8, 2026, 7:20 a.m.
NEDg	Description generation	`batch_69ad23e279e88190ae341af34ea98487`	completed	March 8, 2026, 7:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad24f7d8b081909241ab3995172f4d`	completed	March 8, 2026, 7:27 a.m.

Created at: March 4, 2026, 7:26 p.m.