Triple

T10209716

Position	Surface form	Disambiguated ID	Type / Status
Subject	Humber College	`E242295`	entity
Predicate	campus	`P269`	FINISHED
Object	International Graduate School (IGS) The International Graduate School (IGS) is Humber College’s downtown Toronto campus dedicated to specialized, career-focused graduate and postgraduate programs for domestic and international students.	`E849539`	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: International Graduate School (IGS) | Statement: [Humber College, campus, International Graduate School (IGS)]

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

Target entity: International Graduate School (IGS)
Context triple: [Humber College, campus, International Graduate School (IGS)]

A. Institute for Graduate Studies in Sciences and Engineering
The Institute for Graduate Studies in Sciences and Engineering is Boğaziçi University’s dedicated graduate school offering advanced master’s and doctoral programs in science and engineering disciplines.
B. Institute of Graduate Studies and Research
The Institute of Graduate Studies and Research is a postgraduate academic and research institution affiliated with Alexandria University in Egypt, focusing on advanced interdisciplinary studies and scientific research.
C. Institute of Graduate Studies and Research
The Institute of Graduate Studies and Research is the division of Cyprus International University responsible for coordinating and offering its postgraduate and research-oriented academic programs.
D. Institute of Graduate Studies
The Institute of Graduate Studies is the division of Near East University responsible for coordinating and overseeing its postgraduate education and research programs.
E. Institute of Science and Technology
The Institute of Science and Technology is a specialized academic and research body within the Royal Academy of Cambodia focused on advancing scientific and technological knowledge.
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: International Graduate School (IGS)
Triple: [Humber College, campus, International Graduate School (IGS)]

Generated description

The International Graduate School (IGS) is Humber College’s downtown Toronto campus dedicated to specialized, career-focused graduate and postgraduate programs for domestic and international students.

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

Target entity: International Graduate School (IGS)
Target entity description: The International Graduate School (IGS) is Humber College’s downtown Toronto campus dedicated to specialized, career-focused graduate and postgraduate programs for domestic and international students.

A. Institute for Graduate Studies in Sciences and Engineering
The Institute for Graduate Studies in Sciences and Engineering is Boğaziçi University’s dedicated graduate school offering advanced master’s and doctoral programs in science and engineering disciplines.
B. Institute of Graduate Studies and Research
The Institute of Graduate Studies and Research is a postgraduate academic and research institution affiliated with Alexandria University in Egypt, focusing on advanced interdisciplinary studies and scientific research.
C. Institute of Graduate Studies and Research
The Institute of Graduate Studies and Research is the division of Cyprus International University responsible for coordinating and offering its postgraduate and research-oriented academic programs.
D. Institute of Graduate Studies
The Institute of Graduate Studies is the division of Near East University responsible for coordinating and overseeing its postgraduate education and research programs.
E. Institute of Science and Technology
The Institute of Science and Technology is a key academic and research faculty of Tribhuvan University in Nepal, offering a wide range of science and technology programs.
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_69d381ae26c48190985abd0e25ee5d04`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d395fbed008190b66996f5bb397853`	completed	April 6, 2026, 11:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d652cca9c081909f705365c70db009`	completed	April 8, 2026, 1:06 p.m.
NEDg	Description generation	`batch_69d654ddaed88190bcd7f1a2ee9dd462`	completed	April 8, 2026, 1:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69d655338cc08190ba00163f0afa4c3b`	completed	April 8, 2026, 1:16 p.m.

Created at: April 6, 2026, 11 a.m.