Triple

T4438742

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of the Punjab	`E95715`	entity
Predicate	hasInstitute	`P186`	FINISHED
Object	Hailey College of Banking and Finance Hailey College of Banking and Finance is a constituent college of the University of the Punjab in Lahore, Pakistan, specializing in education and research in banking, finance, and related business disciplines.	`E439927`	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: Hailey College of Banking and Finance | Statement: [University of the Punjab, hasInstitute, Hailey College of Banking and Finance]

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

Target entity: Hailey College of Banking and Finance
Context triple: [University of the Punjab, hasInstitute, Hailey College of Banking and Finance]

A. Monte Ahuja College of Business
Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
B. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Sykes College of Business
Sykes College of Business is the business school of the University of Tampa, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. McCallum Graduate School of Business
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
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: Hailey College of Banking and Finance
Triple: [University of the Punjab, hasInstitute, Hailey College of Banking and Finance]

Generated description

Hailey College of Banking and Finance is a constituent college of the University of the Punjab in Lahore, Pakistan, specializing in education and research in banking, finance, and related business disciplines.

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

Target entity: Hailey College of Banking and Finance
Target entity description: Hailey College of Banking and Finance is a constituent college of the University of the Punjab in Lahore, Pakistan, specializing in education and research in banking, finance, and related business disciplines.

A. Monte Ahuja College of Business
Monte Ahuja College of Business is the business school of Cleveland State University, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
B. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
D. Sykes College of Business
Sykes College of Business is the business school of the University of Tampa, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. McCallum Graduate School of Business
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
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_69b3453ea2b48190a26f154b3b8fece5`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b355aaa9288190b95d875d343d6ee5`	completed	March 13, 2026, 12:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b6137b97748190b8ebecaf590baad3`	completed	March 15, 2026, 2:03 a.m.
NEDg	Description generation	`batch_69b615aea38481908ffe37feadeb9a4b`	completed	March 15, 2026, 2:13 a.m.
NED2	Entity disambiguation (via description)	`batch_69b61601898c81908e108f475f4b35d3`	completed	March 15, 2026, 2:14 a.m.

Created at: March 12, 2026, 11:31 p.m.