Triple

T1102084
Position Surface form Disambiguated ID Type / Status
Subject University of Bologna E25401 entity
Predicate hasFaculty P141 FINISHED
Object School of Arts, Humanities and Cultural Heritage
The School of Arts, Humanities and Cultural Heritage is an academic division of the University of Bologna dedicated to disciplines such as literature, history, philosophy, and the preservation and study of cultural heritage.
E127165 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: School of Arts, Humanities and Cultural Heritage | Statement: [University of Bologna, hasFaculty, School of Arts, Humanities and Cultural Heritage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Arts, Humanities and Cultural Heritage
Context triple: [University of Bologna, hasFaculty, School of Arts, Humanities and Cultural Heritage]
  • A. School of Arts, Languages and Cultures
    The School of Arts, Languages and Cultures is an academic division of the University of Manchester that focuses on disciplines in the humanities, including the study of languages, literature, history, culture, and related arts.
  • B. Faculty of Arts, Humanities and Cultures
    The Faculty of Arts, Humanities and Cultures is a major academic division of the University of Leeds that encompasses disciplines such as languages, history, philosophy, media, and the creative arts.
  • C. College of Arts, Social Sciences and Humanities
    The College of Arts, Social Sciences and Humanities is an academic division of North Carolina Central University that offers programs in the liberal arts, social sciences, and humanities disciplines.
  • D. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is an academic division of North Carolina A&T State University that offers programs in disciplines such as the liberal arts, social sciences, and humanities.
  • 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
  • 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: School of Arts, Humanities and Cultural Heritage
Triple: [University of Bologna, hasFaculty, School of Arts, Humanities and Cultural Heritage]
Generated description
The School of Arts, Humanities and Cultural Heritage is an academic division of the University of Bologna dedicated to disciplines such as literature, history, philosophy, and the preservation and study of cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Arts, Humanities and Cultural Heritage
Target entity description: The School of Arts, Humanities and Cultural Heritage is an academic division of the University of Bologna dedicated to disciplines such as literature, history, philosophy, and the preservation and study of cultural heritage.
  • A. School of Arts, Languages and Cultures
    The School of Arts, Languages and Cultures is an academic division of the University of Manchester that focuses on disciplines in the humanities, including the study of languages, literature, history, culture, and related arts.
  • B. Faculty of Arts, Humanities and Cultures
    The Faculty of Arts, Humanities and Cultures is a major academic division of the University of Leeds that encompasses disciplines such as languages, history, philosophy, media, and the creative arts.
  • C. College of Arts, Social Sciences and Humanities
    The College of Arts, Social Sciences and Humanities is an academic division of North Carolina Central University that offers programs in the liberal arts, social sciences, and humanities disciplines.
  • D. 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.
  • E. College of Arts, Humanities and Social Sciences
    The College of Arts, Humanities and Social Sciences is an academic division of North Carolina A&T State University that offers programs in disciplines such as the liberal arts, social sciences, and humanities.
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9c21c2c8190a34d91a7afed23a9 completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c47dbf88190a1898d7bda32ecb2 completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac4feb86c88190abaed60e0782fec6 completed March 7, 2026, 4:18 p.m.
NED2 Entity disambiguation (via description) batch_69ac509b6fe48190973bbfabdc976541 completed March 7, 2026, 4:21 p.m.
Created at: March 1, 2026, 7:43 p.m.