Triple

T7678956
Position Surface form Disambiguated ID Type / Status
Subject Sheffield Hallam University E173938 entity
Predicate hasFaculty P141 FINISHED
Object College of Social Sciences and Arts
The College of Social Sciences and Arts is an academic division of Sheffield Hallam University that brings together disciplines such as social sciences, humanities, and creative arts for teaching and research.
E681416 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: College of Social Sciences and Arts | Statement: [Sheffield Hallam University, hasFaculty, College of Social Sciences and Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Social Sciences and Arts
Context triple: [Sheffield Hallam University, hasFaculty, College of Social Sciences and Arts]
  • A. College of Arts and Social Sciences
    The College of Arts and Social Sciences is a major academic division of the Australian National University that focuses on humanities, social sciences, and creative disciplines.
  • B. College of Arts and Social Sciences
    The College of Arts and Social Sciences is a major academic division of the University of Aberdeen that focuses on disciplines in the humanities, social sciences, and related fields.
  • C. College of Social Sciences, Arts and Humanities
    The College of Social Sciences, Arts and Humanities is an academic division of Florida A&M University that offers programs in the social sciences, humanities, and creative arts.
  • D. College of Social Sciences, Arts and Humanities
    The College of Social Sciences, Arts and Humanities is an academic division of the University of Leicester that brings together disciplines across the social sciences, humanities, and creative arts for teaching and research.
  • E. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is an academic division of Eastern Oregon University that offers programs in disciplines such as literature, history, social sciences, and related liberal arts fields.
  • 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: College of Social Sciences and Arts
Triple: [Sheffield Hallam University, hasFaculty, College of Social Sciences and Arts]
Generated description
The College of Social Sciences and Arts is an academic division of Sheffield Hallam University that brings together disciplines such as social sciences, humanities, and creative arts for teaching and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Social Sciences and Arts
Target entity description: The College of Social Sciences and Arts is an academic division of Sheffield Hallam University that brings together disciplines such as social sciences, humanities, and creative arts for teaching and research.
  • A. College of Arts and Social Sciences
    The College of Arts and Social Sciences is a major academic division of the Australian National University that focuses on humanities, social sciences, and creative disciplines.
  • B. College of Arts and Social Sciences
    The College of Arts and Social Sciences is a major academic division of the University of Aberdeen that focuses on disciplines in the humanities, social sciences, and related fields.
  • C. College of Social Sciences, Arts and Humanities
    The College of Social Sciences, Arts and Humanities is an academic division of Florida A&M University that offers programs in the social sciences, humanities, and creative arts.
  • D. College of Social Sciences, Arts and Humanities
    The College of Social Sciences, Arts and Humanities is an academic division of the University of Leicester that brings together disciplines across the social sciences, humanities, and creative arts for teaching and research.
  • E. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is a major academic division of the University of Edinburgh encompassing disciplines such as literature, history, social sciences, law, and the arts.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fe2cc88190b5fd5e1378c32e5b completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a248750481908f0de08aee78c9ba completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a2fd5a348190a952f6cc3e622474 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3a570948190ba733c3c858d4bfd completed March 29, 2026, 3:59 a.m.
Created at: March 27, 2026, 4:01 p.m.