Triple

T18858125

Position	Surface form	Disambiguated ID	Type / Status
Subject	Council of Academies of Engineering and Technological Sciences	`E461226`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	national academies of engineering National academies of engineering are leading national institutions that bring together top engineers and technologists to advance engineering research, education, and policy for the benefit of society.	`E461226`	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 academies of engineering | Statement: [Council of Academies of Engineering and Technological Sciences, collaboratesWith, national academies of engineering]

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

Target entity: national academies of engineering
Context triple: [Council of Academies of Engineering and Technological Sciences, collaboratesWith, national academies of engineering]

A. National Academy of Engineering
The National Academy of Engineering is a prestigious U.S. organization that brings together leading engineers to provide expert advice on engineering and technology issues of national importance.
B. Indian National Academy of Engineering
The Indian National Academy of Engineering is a premier national institution that brings together distinguished engineers and technologists in India to promote excellence in engineering education, research, and practice.
C. Canadian Academy of Engineering
The Canadian Academy of Engineering is a national institution that brings together distinguished engineers to provide expert advice and promote engineering excellence in Canada.
D. American Association of Engineering Societies
The American Association of Engineering Societies is an umbrella organization that represents and coordinates multiple U.S. engineering societies to advance the engineering profession and its contributions to society.
E. Council of Academies of Engineering and Technological Sciences
The Council of Academies of Engineering and Technological Sciences is an international umbrella organization that brings together national academies of engineering and technological sciences to promote collaboration, policy advice, and advancement in these fields worldwide.
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 academies of engineering
Triple: [Council of Academies of Engineering and Technological Sciences, collaboratesWith, national academies of engineering]

Generated description

National academies of engineering are leading national institutions that bring together top engineers and technologists to advance engineering research, education, and policy for the benefit of society.

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

Target entity: national academies of engineering
Target entity description: National academies of engineering are leading national institutions that bring together top engineers and technologists to advance engineering research, education, and policy for the benefit of society.

A. National Academy of Engineering
The National Academy of Engineering is a prestigious U.S. organization that brings together leading engineers to provide expert advice on engineering and technology issues of national importance.
B. Indian National Academy of Engineering
The Indian National Academy of Engineering is a premier national institution that brings together distinguished engineers and technologists in India to promote excellence in engineering education, research, and practice.
C. Canadian Academy of Engineering
The Canadian Academy of Engineering is a national institution that brings together distinguished engineers to provide expert advice and promote engineering excellence in Canada.
D. American Association of Engineering Societies
The American Association of Engineering Societies is an umbrella organization that represents and coordinates multiple U.S. engineering societies to advance the engineering profession and its contributions to society.
E. Council of Academies of Engineering and Technological Sciences chosen
The Council of Academies of Engineering and Technological Sciences is an international umbrella organization that brings together national academies of engineering and technological sciences to promote collaboration, policy advice, and advancement in these fields worldwide.
F. None of above.

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_69d8dcfb7b9c8190854e7b171b98ea2e`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5c05eaee881909da704cf1374158c`	completed	April 20, 2026, 5:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0582a679cc8190962c9414557c07a3`	completed	May 14, 2026, 8:07 a.m.
NEDg	Description generation	`batch_6a05853e8b4481908a626f79137bb042`	completed	May 14, 2026, 8:18 a.m.
NED2	Entity disambiguation (via description)	`batch_6a058596ac78819098f12e17badbc09c`	completed	May 14, 2026, 8:19 a.m.

Created at: April 10, 2026, 11:57 a.m.