Triple

T6200038
Position Surface form Disambiguated ID Type / Status
Subject College of Science (University of Arizona) E138605 entity
Predicate hasUnit P35 FINISHED
Object Department of Speech, Language, and Hearing Sciences (University of Arizona)
The Department of Speech, Language, and Hearing Sciences at the University of Arizona is an academic unit that conducts education and research in communication disorders, speech and language development, and audiology.
E575813 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, Language, and Hearing Sciences (University of Arizona) | Statement: [College of Science (University of Arizona), hasUnit, Department of Speech, Language, and Hearing Sciences (University of Arizona)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Speech, Language, and Hearing Sciences (University of Arizona)
Context triple: [College of Science (University of Arizona), hasUnit, Department of Speech, Language, and Hearing Sciences (University of Arizona)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Speech and Hearing in Communication
    "Speech and Hearing in Communication" is a foundational book in acoustics and psychoacoustics that systematically explains how speech is produced, transmitted, and perceived by the human auditory system.
  • E. National Institute on Deafness and Other Communication Disorders
    The National Institute on Deafness and Other Communication Disorders is a U.S. federal research institute that leads scientific efforts to understand, prevent, and treat hearing, balance, taste, smell, voice, 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, Language, and Hearing Sciences (University of Arizona)
Triple: [College of Science (University of Arizona), hasUnit, Department of Speech, Language, and Hearing Sciences (University of Arizona)]
Generated description
The Department of Speech, Language, and Hearing Sciences at the University of Arizona is an academic unit that conducts education and research in communication disorders, speech and language development, and audiology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Speech, Language, and Hearing Sciences (University of Arizona)
Target entity description: The Department of Speech, Language, and Hearing Sciences at the University of Arizona is an academic unit that conducts education and research in communication disorders, speech and language development, and audiology.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Speech and Hearing in Communication
    "Speech and Hearing in Communication" is a foundational book in acoustics and psychoacoustics that systematically explains how speech is produced, transmitted, and perceived by the human auditory system.
  • E. National Institute on Deafness and Other Communication Disorders
    The National Institute on Deafness and Other Communication Disorders is a U.S. federal research institute that leads scientific efforts to understand, prevent, and treat hearing, balance, taste, smell, voice, 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_69c008acbea48190991c6b834bb45d65 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062547cd48190a2715537b961262e completed March 22, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f366cfc81909cca73677268821a completed March 23, 2026, 4:49 p.m.
NEDg Description generation batch_69c1e375c5948190ad166089e866694a completed March 24, 2026, 1:05 a.m.
NED2 Entity disambiguation (via description) batch_69c1e43fa8348190a2247996d88b5011 completed March 24, 2026, 1:09 a.m.
Created at: March 22, 2026, 4:20 p.m.