Triple

T6473249

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Arts (University of Manitoba)	`E146005`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Labour Studies Program (University of Manitoba) The Labour Studies Program at the University of Manitoba is an interdisciplinary academic program focused on work, workers, and labour relations, offered within the university’s Faculty of Arts.	`E595573`	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: Labour Studies Program (University of Manitoba) | Statement: [Faculty of Arts (University of Manitoba), hasDepartment, Labour Studies Program (University of Manitoba)]

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

Target entity: Labour Studies Program (University of Manitoba)
Context triple: [Faculty of Arts (University of Manitoba), hasDepartment, Labour Studies Program (University of Manitoba)]

A. labor studies library
The labor studies library was a specialized academic library focused on resources related to labor, unions, and workers’ rights, serving the educational and research needs of the National Labor College community.
B. Institute of Labour Studies
The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
C. Centre for Welfare and Labour Research
The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
D. Center for Human Resources and Labor Studies
The Center for Human Resources and Labor Studies is an academic unit specializing in human resource management and labor relations within the Carlson School of Management.
E. Society for the Anthropology of Work
The Society for the Anthropology of Work is a scholarly section of anthropologists dedicated to researching and understanding work, labor, and employment in diverse cultural and social contexts.
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: Labour Studies Program (University of Manitoba)
Triple: [Faculty of Arts (University of Manitoba), hasDepartment, Labour Studies Program (University of Manitoba)]

Generated description

The Labour Studies Program at the University of Manitoba is an interdisciplinary academic program focused on work, workers, and labour relations, offered within the university’s Faculty of Arts.

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

Target entity: Labour Studies Program (University of Manitoba)
Target entity description: The Labour Studies Program at the University of Manitoba is an interdisciplinary academic program focused on work, workers, and labour relations, offered within the university’s Faculty of Arts.

A. labor studies library
The labor studies library was a specialized academic library focused on resources related to labor, unions, and workers’ rights, serving the educational and research needs of the National Labor College community.
B. Institute of Labour Studies
The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
C. Centre for Welfare and Labour Research
The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
D. Center for Human Resources and Labor Studies
The Center for Human Resources and Labor Studies is an academic unit specializing in human resource management and labor relations within the Carlson School of Management.
E. Society for the Anthropology of Work
The Society for the Anthropology of Work is a scholarly section of anthropologists dedicated to researching and understanding work, labor, and employment in diverse cultural and social contexts.
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_69c008fec7408190af7b146dc63d9750`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c06a3188488190a1b7452ede91ba5e`	completed	March 22, 2026, 10:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c653a2b2508190a3691412f853ed6f`	completed	March 27, 2026, 9:53 a.m.
NEDg	Description generation	`batch_69c6552b90848190961250b1e64595e1`	completed	March 27, 2026, 10 a.m.
NED2	Entity disambiguation (via description)	`batch_69c655bce7548190b4c5661a7aaa77e1`	completed	March 27, 2026, 10:02 a.m.

Created at: March 22, 2026, 4:50 p.m.