Triple

T18314744

Position	Surface form	Disambiguated ID	Type / Status
Subject	W. M. Keck Foundation	`E438725`	entity
Predicate	hasMajorProgram	`P50719`	FINISHED
Object	Undergraduate Education Program The Undergraduate Education Program is a major W. M. Keck Foundation initiative that supports innovative improvements in college-level teaching and learning, particularly in science and engineering.	`E1318561`	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: Undergraduate Education Program | Statement: [W. M. Keck Foundation, hasMajorProgram, Undergraduate Education Program]

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

Target entity: Undergraduate Education Program
Context triple: [W. M. Keck Foundation, hasMajorProgram, Undergraduate Education Program]

A. Foundation Year Program
The Foundation Year Program is an intensive, interdisciplinary first-year humanities course at the University of King’s College that guides students through major texts and ideas from ancient to contemporary times.
B. Bachelor of Education
The Bachelor of Education is an undergraduate degree that prepares students for professional teaching careers through studies in pedagogy, curriculum, and classroom practice.
C. University Studies
University Studies is an academic division at James Madison University that oversees interdisciplinary and exploratory programs for students who have not yet declared a specific major or are pursuing broad, cross-disciplinary studies.
D. University Scholars Programme
The University Scholars Programme is an interdisciplinary honors college of the National University of Singapore that offers a rigorous, flexible curriculum and residential learning environment for high-achieving undergraduates.
E. Pre-College Program
The Pre-College Program is a Harvard Summer School offering that immerses high school students in college-level academics and campus life to prepare them for future university study.
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: Undergraduate Education Program
Triple: [W. M. Keck Foundation, hasMajorProgram, Undergraduate Education Program]

Generated description

The Undergraduate Education Program is a major W. M. Keck Foundation initiative that supports innovative improvements in college-level teaching and learning, particularly in science and engineering.

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

Target entity: Undergraduate Education Program
Target entity description: The Undergraduate Education Program is a major W. M. Keck Foundation initiative that supports innovative improvements in college-level teaching and learning, particularly in science and engineering.

A. Foundation Year Program
The Foundation Year Program is an intensive, interdisciplinary first-year humanities course at the University of King’s College that guides students through major texts and ideas from ancient to contemporary times.
B. Bachelor of Education
The Bachelor of Education is an undergraduate degree that prepares students for professional teaching careers through studies in pedagogy, curriculum, and classroom practice.
C. University Studies
University Studies is an academic division at James Madison University that oversees interdisciplinary and exploratory programs for students who have not yet declared a specific major or are pursuing broad, cross-disciplinary studies.
D. University Scholars Programme
The University Scholars Programme is an interdisciplinary honors college of the National University of Singapore that offers a rigorous, flexible curriculum and residential learning environment for high-achieving undergraduates.
E. Pre-College Program
The Pre-College Program is a Harvard Summer School offering that immerses high school students in college-level academics and campus life to prepare them for future university study.
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.