Triple

T15783327

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Health Sciences, Hacettepe University	`E382673`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Speech and Language Therapy The Department of Speech and Language Therapy is an academic unit specializing in the education, research, and clinical training of professionals who assess and treat speech, language, and communication disorders.	`E1176495`	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: Department of Speech and Language Therapy | Statement: [Faculty of Health Sciences, Hacettepe University, hasDepartment, Department of Speech and Language Therapy]

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

Target entity: Department of Speech and Language Therapy
Context triple: [Faculty of Health Sciences, Hacettepe University, hasDepartment, Department of Speech and Language Therapy]

A. Department of Communication Sciences and Disorders
The Department of Communication Sciences and Disorders is an academic unit specializing in the study, research, and clinical training related to speech, language, and hearing processes and their disorders.
B. Department of Audiology and Speech-Language Pathology
The Department of Audiology and Speech-Language Pathology is an academic unit that educates and trains professionals in the assessment, diagnosis, and treatment of hearing, balance, speech, and language disorders.
C. Department of Speech and Hearing Science
The Department of Speech and Hearing Science is an academic unit at the University of Illinois Urbana–Champaign focused on research and education in human communication, speech, language, and hearing.
D. School of Communication Sciences and Disorders
The School of Communication Sciences and Disorders is a McGill University academic unit specializing in education and research on speech, language, and hearing, including the training of speech-language pathologists and related professionals.
E. School of Audiology and Speech Sciences
The School of Audiology and Speech Sciences is an academic unit at the University of British Columbia that specializes in education and research related to hearing, speech, and language disorders.
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: Department of Speech and Language Therapy
Triple: [Faculty of Health Sciences, Hacettepe University, hasDepartment, Department of Speech and Language Therapy]

Generated description

The Department of Speech and Language Therapy is an academic unit specializing in the education, research, and clinical training of professionals who assess and treat speech, language, and communication disorders.

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

Target entity: Department of Speech and Language Therapy
Target entity description: The Department of Speech and Language Therapy is an academic unit specializing in the education, research, and clinical training of professionals who assess and treat speech, language, and communication disorders.

A. Department of Communication Sciences and Disorders
The Department of Communication Sciences and Disorders is an academic unit specializing in the study, research, and clinical training related to speech, language, and hearing processes and their disorders.
B. Department of Audiology and Speech-Language Pathology
The Department of Audiology and Speech-Language Pathology is an academic unit that educates and trains professionals in the assessment, diagnosis, and treatment of hearing, balance, speech, and language disorders.
C. Department of Speech and Hearing Science
The Department of Speech and Hearing Science is an academic unit at the University of Illinois Urbana–Champaign focused on research and education in human communication, speech, language, and hearing.
D. School of Communication Sciences and Disorders
The School of Communication Sciences and Disorders is a McGill University academic unit specializing in education and research on speech, language, and hearing, including the training of speech-language pathologists and related professionals.
E. School of Audiology and Speech Sciences
The School of Audiology and Speech Sciences is an academic unit at the University of British Columbia that specializes in education and research related to hearing, speech, and language disorders.
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_69d86da16e188190b89af699f1ed0bfe`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e05401c4788190a31c180953433db9`	completed	April 16, 2026, 3:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff90a4661481909d04bcb9f5043a6b`	completed	May 9, 2026, 7:53 p.m.
NEDg	Description generation	`batch_69ff935867d08190955c2d665a761a5e`	completed	May 9, 2026, 8:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff93fc19048190981d8e44ee5222f7`	completed	May 9, 2026, 8:07 p.m.

Created at: April 10, 2026, 4:48 a.m.