Triple

T8517586
Position Surface form Disambiguated ID Type / Status
Subject Thornton-Cleveleys E201611 entity
Predicate hasLibrary P35 FINISHED
Object Thornton Library
Thornton Library is a public library serving the community of Thornton-Cleveleys in Lancashire, England, providing access to books, information resources, and local services.
E739536 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: Thornton Library | Statement: [Thornton-Cleveleys, hasLibrary, Thornton Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thornton Library
Context triple: [Thornton-Cleveleys, hasLibrary, Thornton Library]
  • A. Southworth Library
    Southworth Library is the public library serving the community of Dryden, New York, providing local residents with access to books, media, and educational resources.
  • B. Halstead Library
    Halstead Library is a public library serving the community of Halstead, providing access to books, information resources, and local services.
  • C. Millar Library
    Millar Library is the main academic library of Portland State University, providing research resources, study spaces, and services to students and faculty.
  • D. Franklin-Wilkins Library
    The Franklin-Wilkins Library is a major academic library at King’s College London, providing extensive study spaces and subject-specific resources for students and researchers.
  • E. Cunningham Memorial Library
    Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
  • 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: Thornton Library
Triple: [Thornton-Cleveleys, hasLibrary, Thornton Library]
Generated description
Thornton Library is a public library serving the community of Thornton-Cleveleys in Lancashire, England, providing access to books, information resources, and local services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thornton Library
Target entity description: Thornton Library is a public library serving the community of Thornton-Cleveleys in Lancashire, England, providing access to books, information resources, and local services.
  • A. Southworth Library
    Southworth Library is the public library serving the community of Dryden, New York, providing local residents with access to books, media, and educational resources.
  • B. Halstead Library
    Halstead Library is a public library serving the community of Halstead, providing access to books, information resources, and local services.
  • C. Millar Library
    Millar Library is the main academic library of Portland State University, providing research resources, study spaces, and services to students and faculty.
  • D. Franklin-Wilkins Library
    The Franklin-Wilkins Library is a major academic library at King’s College London, providing extensive study spaces and subject-specific resources for students and researchers.
  • E. Cunningham Memorial Library
    Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe626787c819087e72dd76b2d9310 completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e6c93d081909da2a748b0fa6fd3 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffc30e08190b71e941d63d56015 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54dc664081908ff63ec7f92834d7 completed April 2, 2026, 11:37 a.m.
Created at: March 30, 2026, 6:15 p.m.