Triple

T1955862
Position Surface form Disambiguated ID Type / Status
Subject Huddersfield E42265 entity
Predicate hasFestival P3113 FINISHED
Object Huddersfield Literature Festival
Huddersfield Literature Festival is an annual literary event in Huddersfield that features author talks, readings, workshops, and cultural activities celebrating books and writing.
 E218460 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: Huddersfield Literature Festival | Statement: [Huddersfield, hasFestival, Huddersfield Literature Festival]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huddersfield Literature Festival
Context triple: [Huddersfield, hasFestival, Huddersfield Literature Festival]
  • A. Bath Literature Festival
    Bath Literature Festival is an annual literary event in the historic city of Bath that features author talks, readings, and discussions celebrating contemporary writing and ideas.
  • B. Oxford Literary Festival
    The Oxford Literary Festival is an annual celebration of books and ideas that brings together leading authors, thinkers, and readers for talks, debates, and literary events across historic venues in Oxford, England.
  • C. Chipping Norton Literary Festival
    Chipping Norton Literary Festival is an annual book and writing festival in the Cotswold town of Chipping Norton, featuring author talks, readings, and literary events.
  • D. Stratford-upon-Avon Literary Festival
    The Stratford-upon-Avon Literary Festival is an annual book and ideas festival in Shakespeare’s birthplace, featuring talks, readings, and events with authors, thinkers, and performers.
  • E. Buxton Festival
    The Buxton Festival is an annual summer arts festival in Buxton, England, renowned for its opera, classical music, and literary events.
  • 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: Huddersfield Literature Festival
Triple: [Huddersfield, hasFestival, Huddersfield Literature Festival]
Generated description
Huddersfield Literature Festival is an annual literary event in Huddersfield that features author talks, readings, workshops, and cultural activities celebrating books and writing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huddersfield Literature Festival
Target entity description: Huddersfield Literature Festival is an annual literary event in Huddersfield that features author talks, readings, workshops, and cultural activities celebrating books and writing.
  • A. Bath Literature Festival
    Bath Literature Festival is an annual literary event in the historic city of Bath that features author talks, readings, and discussions celebrating contemporary writing and ideas.
  • B. Oxford Literary Festival
    The Oxford Literary Festival is an annual celebration of books and ideas that brings together leading authors, thinkers, and readers for talks, debates, and literary events across historic venues in Oxford, England.
  • C. Chipping Norton Literary Festival
    Chipping Norton Literary Festival is an annual book and writing festival in the Cotswold town of Chipping Norton, featuring author talks, readings, and literary events.
  • D. Stratford-upon-Avon Literary Festival
    The Stratford-upon-Avon Literary Festival is an annual book and ideas festival in Shakespeare’s birthplace, featuring talks, readings, and events with authors, thinkers, and performers.
  • E. Buxton Festival
    The Buxton Festival is an annual summer arts festival in Buxton, England, renowned for its opera, classical music, and literary events.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37b4a38819099f98be92be91ade completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbca5a7081908f3fa8eaa8f5aa3d completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6bd8e08190a065a89ab3412126 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcee414c8190b1a0574f6bd55602 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.