Triple

T16293664

Position	Surface form	Disambiguated ID	Type / Status
Subject	College of Music (University of North Texas)	`E395588`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Division of Vocal Studies (University of North Texas) The Division of Vocal Studies at the University of North Texas is an academic unit specializing in the training and education of singers in areas such as performance, pedagogy, and vocal literature.	`E1205708`	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: Division of Vocal Studies (University of North Texas) | Statement: [College of Music (University of North Texas), hasDepartment, Division of Vocal Studies (University of North Texas)]

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

Target entity: Division of Vocal Studies (University of North Texas)
Context triple: [College of Music (University of North Texas), hasDepartment, Division of Vocal Studies (University of North Texas)]

A. Department of Vocal Opera
The Department of Vocal Opera is a specialized division of the Central Conservatory of Music dedicated to training professional opera singers and advancing vocal performance and opera studies.
B. Department of Opera and Vocal Studies
The Department of Opera and Vocal Studies is a specialized academic unit focused on training singers and opera performers within the Petrograd Conservatory.
C. Department of Voice
The Department of Voice is the vocal performance and singing training division of the Prague Conservatory, focusing on developing professional classical and operatic singers.
D. Department of Voice
The Department of Voice is the vocal performance and pedagogy division of the University of Michigan’s School of Music, Theatre & Dance, training singers for professional careers on the concert and operatic stage.
E. Department of Hearing and Speech Sciences at Vanderbilt University
The Department of Hearing and Speech Sciences at Vanderbilt University is a leading academic and clinical program specializing in audiology, speech-language pathology, and hearing and speech research.
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: Division of Vocal Studies (University of North Texas)
Triple: [College of Music (University of North Texas), hasDepartment, Division of Vocal Studies (University of North Texas)]

Generated description

The Division of Vocal Studies at the University of North Texas is an academic unit specializing in the training and education of singers in areas such as performance, pedagogy, and vocal literature.

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

Target entity: Division of Vocal Studies (University of North Texas)
Target entity description: The Division of Vocal Studies at the University of North Texas is an academic unit specializing in the training and education of singers in areas such as performance, pedagogy, and vocal literature.

A. Department of Vocal Opera
The Department of Vocal Opera is a specialized division of the Central Conservatory of Music dedicated to training professional opera singers and advancing vocal performance and opera studies.
B. Department of Opera and Vocal Studies
The Department of Opera and Vocal Studies is a specialized academic unit focused on training singers and opera performers within the Petrograd Conservatory.
C. Department of Voice
The Department of Voice is the vocal performance and pedagogy division of the University of Michigan’s School of Music, Theatre & Dance, training singers for professional careers on the concert and operatic stage.
D. Department of Voice
The Department of Voice is the vocal performance and singing training division of the Prague Conservatory, focusing on developing professional classical and operatic singers.
E. Department of Hearing and Speech Sciences at Vanderbilt University
The Department of Hearing and Speech Sciences at Vanderbilt University is a leading academic and clinical program specializing in audiology, speech-language pathology, and hearing and speech research.
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_69d87f22c7248190a54c949738441e2e`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e25e2aee6881909fd28547f135427c`	completed	April 17, 2026, 4:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a001f9965b8819080278ccef15288aa`	completed	May 10, 2026, 6:03 a.m.
NEDg	Description generation	`batch_6a0021459c4081908e4c1d2e0bc8a5be`	completed	May 10, 2026, 6:10 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0022247e908190842ca6186b4e9c4c`	completed	May 10, 2026, 6:13 a.m.

Created at: April 10, 2026, 5:05 a.m.