Triple

T18314742

Position	Surface form	Disambiguated ID	Type / Status
Subject	W. M. Keck Foundation	`E438725`	entity
Predicate	hasMajorProgram	`P50719`	FINISHED
Object	Science and Engineering Program The Science and Engineering Program is a major grantmaking initiative of the W. M. Keck Foundation that supports innovative research and education in the physical and life sciences and engineering.	`E1318560`	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: Science and Engineering Program | Statement: [W. M. Keck Foundation, hasMajorProgram, Science and Engineering Program]

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

Target entity: Science and Engineering Program
Context triple: [W. M. Keck Foundation, hasMajorProgram, Science and Engineering Program]

A. Science and Technology Program
The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.
B. Science and Technology Program
The Science and Technology Program is a specialized academic magnet program focused on advanced coursework and experiential learning in STEM fields for high school students.
C. Global Science and Engineering Program networks
Global Science and Engineering Program networks is an international consortium that connects universities and institutions to promote collaborative education and research in science and engineering.
D. Science and Technology Innovation Program
The Science and Technology Innovation Program is a policy-focused research initiative at the Wilson Center that examines how emerging science and technology shape governance, security, and society.
E. School of Engineering and Science
The School of Engineering and Science is an academic division of Curtin University Malaysia that offers engineering and science programs, research, and training in technical and scientific disciplines.
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: Science and Engineering Program
Triple: [W. M. Keck Foundation, hasMajorProgram, Science and Engineering Program]

Generated description

The Science and Engineering Program is a major grantmaking initiative of the W. M. Keck Foundation that supports innovative research and education in the physical and life sciences and engineering.

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

Target entity: Science and Engineering Program
Target entity description: The Science and Engineering Program is a major grantmaking initiative of the W. M. Keck Foundation that supports innovative research and education in the physical and life sciences and engineering.

A. Science and Technology Program
The Science and Technology Program is a specialized academic magnet program focused on advanced coursework and experiential learning in STEM fields for high school students.
B. Science and Technology Program
The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.
C. Global Science and Engineering Program networks
Global Science and Engineering Program networks is an international consortium that connects universities and institutions to promote collaborative education and research in science and engineering.
D. Science and Technology Innovation Program
The Science and Technology Innovation Program is a policy-focused research initiative at the Wilson Center that examines how emerging science and technology shape governance, security, and society.
E. School of Engineering and Science
The School of Engineering and Science is an academic division of Curtin University Malaysia that offers engineering and science programs, research, and training in technical and scientific disciplines.
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_69d8b916a2d081909e249e4902f6aad9`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e5021cc70c8190bf43bd75e4af7381`	completed	April 19, 2026, 4:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a03c4c1d8048190916dcc7146d15bc4`	completed	May 13, 2026, 12:24 a.m.
NEDg	Description generation	`batch_6a03c66b72a0819081fe77b42060d6de`	completed	May 13, 2026, 12:31 a.m.
NED2	Entity disambiguation (via description)	`batch_6a03c6f191b081909a0e65fa1d553b82`	completed	May 13, 2026, 12:33 a.m.

Created at: April 10, 2026, 10:36 a.m.