Triple

T140628

Position	Surface form	Disambiguated ID	Type / Status
Subject	Stanford University	`E2841`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	School of Engineering The School of Engineering at Stanford University is a leading engineering institution known for its cutting-edge research, innovation, and influential role in Silicon Valley’s technological development.	`E16673`	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: School of Engineering | Statement: [Stanford University, hasAcademicDivision, School of Engineering]

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

Target entity: School of Engineering
Context triple: [Stanford University, hasAcademicDivision, School of Engineering]

A. College of Engineering
The College of Engineering at Oregon State University is a major public engineering school known for its research-intensive programs and strong emphasis on innovation and industry collaboration.
B. College of Engineering
The College of Engineering at the University of California, Berkeley is a top-ranked public engineering school known for pioneering research, innovation, and influential contributions to technology and industry.
C. College of Engineering
The College of Engineering at Texas A&M University is a major public engineering school known for its large enrollment, strong research programs, and wide range of undergraduate and graduate engineering disciplines.
D. College of Engineering
The College of Engineering at Carnegie Mellon University is a top-ranked engineering school renowned for its cutting-edge research, interdisciplinary innovation, and strong emphasis on real-world problem solving.
E. Faculty of Engineering
The Faculty of Engineering at Cairo University is a leading Egyptian engineering school known for its comprehensive undergraduate and postgraduate programs, research output, and role in training engineers across diverse technical fields.
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: School of Engineering
Triple: [Stanford University, hasAcademicDivision, School of Engineering]

Generated description

The School of Engineering at Stanford University is a leading engineering institution known for its cutting-edge research, innovation, and influential role in Silicon Valley’s technological development.

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

Target entity: School of Engineering
Target entity description: The School of Engineering at Stanford University is a leading engineering institution known for its cutting-edge research, innovation, and influential role in Silicon Valley’s technological development.

A. College of Engineering
The College of Engineering at Oregon State University is a major public engineering school known for its research-intensive programs and strong emphasis on innovation and industry collaboration.
B. College of Engineering
The College of Engineering at Carnegie Mellon University is a top-ranked engineering school renowned for its cutting-edge research, interdisciplinary innovation, and strong emphasis on real-world problem solving.
C. College of Engineering
The College of Engineering at the University of California, Berkeley is a top-ranked public engineering school known for pioneering research, innovation, and influential contributions to technology and industry.
D. College of Engineering
The College of Engineering at Texas A&M University is a major public engineering school known for its large enrollment, strong research programs, and wide range of undergraduate and graduate engineering disciplines.
E. Faculty of Engineering
The Faculty of Engineering at Cairo University is a leading Egyptian engineering school known for its comprehensive undergraduate and postgraduate programs, research output, and role in training engineers across diverse technical fields.
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_69a2521e35c08190b28e5c9f1e3c9b59`	completed	Feb. 28, 2026, 2:25 a.m.
NER	Named-entity recognition	`batch_69a257c7e79c8190b3e5a2983035a972`	completed	Feb. 28, 2026, 2:49 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2b85fe4d481909e39b745857b62e7`	completed	Feb. 28, 2026, 9:41 a.m.
NEDg	Description generation	`batch_69a2b8fccfe081909f9b3d4c5f900a1c`	completed	Feb. 28, 2026, 9:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2b983d1d081909a850747695b8e0c`	completed	Feb. 28, 2026, 9:46 a.m.

Created at: Feb. 28, 2026, 2:31 a.m.