Triple

T4594422

Position	Surface form	Disambiguated ID	Type / Status
Subject	Stanford Graduate School of Business	`E103572`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Stanford University research centers Stanford University research centers are specialized interdisciplinary institutes within Stanford that advance knowledge and innovation across fields such as science, engineering, medicine, business, and the humanities.	`E458292`	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: Stanford University research centers | Statement: [Stanford Graduate School of Business, collaboratesWith, Stanford University research centers]

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

Target entity: Stanford University research centers
Context triple: [Stanford Graduate School of Business, collaboratesWith, Stanford University research centers]

A. Stanford Medicine
Stanford Medicine is the integrated academic medical enterprise of Stanford University, encompassing its medical school, research institutes, and affiliated hospitals and clinics.
B. Stanford PULSE Institute
The Stanford PULSE Institute is a research center at Stanford University focused on ultrafast science and X-ray laser studies, exploring matter on atomic and femtosecond timescales.
C. School of Engineering at Stanford University
The School of Engineering at Stanford University is a leading engineering institution renowned for its cutting-edge research, innovation, and close ties to Silicon Valley.
D. Anderson Collection at Stanford University
The Anderson Collection at Stanford University is a renowned modern and contemporary American art museum on Stanford’s campus, featuring a significant collection donated by the Anderson family.
E. Stanford University
Stanford University is a prestigious private research university in the San Francisco Bay Area renowned for its academic excellence, innovation, and influence in technology and entrepreneurship.
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: Stanford University research centers
Triple: [Stanford Graduate School of Business, collaboratesWith, Stanford University research centers]

Generated description

Stanford University research centers are specialized interdisciplinary institutes within Stanford that advance knowledge and innovation across fields such as science, engineering, medicine, business, and the humanities.

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

Target entity: Stanford University research centers
Target entity description: Stanford University research centers are specialized interdisciplinary institutes within Stanford that advance knowledge and innovation across fields such as science, engineering, medicine, business, and the humanities.

A. Stanford Medicine
Stanford Medicine is the integrated academic medical enterprise of Stanford University, encompassing its medical school, research institutes, and affiliated hospitals and clinics.
B. Stanford PULSE Institute
The Stanford PULSE Institute is a research center at Stanford University focused on ultrafast science and X-ray laser studies, exploring matter on atomic and femtosecond timescales.
C. School of Engineering at Stanford University
The School of Engineering at Stanford University is a leading engineering institution renowned for its cutting-edge research, innovation, and close ties to Silicon Valley.
D. Anderson Collection at Stanford University
The Anderson Collection at Stanford University is a renowned modern and contemporary American art museum on Stanford’s campus, featuring a significant collection donated by the Anderson family.
E. Stanford University
Stanford University is a prestigious private research university in the San Francisco Bay Area renowned for its academic excellence, innovation, and influence in technology and entrepreneurship.
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_69bd43dccaf08190aa89e9991a289719`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd593e115081909b11149e02fe4ef3`	completed	March 20, 2026, 2:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfa3f792881908f7d0bc1f09d517e`	completed	March 21, 2026, 1:54 a.m.
NEDg	Description generation	`batch_69bdfb36a18481908bb566db970b101a`	completed	March 21, 2026, 1:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfbc9bea48190a8a0bf13c6fa7191`	completed	March 21, 2026, 2 a.m.

Created at: March 20, 2026, 1:11 p.m.