Triple

T2097241
Position Surface form Disambiguated ID Type / Status
Subject Henley-on-Thames E37009 entity
Predicate hasEvent P811 FINISHED
Object Henley Literary Festival
Henley Literary Festival is an annual book and ideas festival in Henley-on-Thames, England, featuring talks, readings, and discussions with authors and public figures.
 E233522 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: Henley Literary Festival | Statement: [Henley-on-Thames, hasEvent, Henley Literary Festival]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Henley Literary Festival
Context triple: [Henley-on-Thames, hasEvent, Henley Literary Festival]
  • A. 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.
  • B. 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.
  • C. Cheltenham Literature Festival
    The Cheltenham Literature Festival is one of the world’s oldest and most prestigious literary festivals, attracting leading authors, thinkers, and audiences for talks, debates, and readings each year in Cheltenham, England.
  • 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. 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.
  • 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: Henley Literary Festival
Triple: [Henley-on-Thames, hasEvent, Henley Literary Festival]
Generated description
Henley Literary Festival is an annual book and ideas festival in Henley-on-Thames, England, featuring talks, readings, and discussions with authors and public figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Henley Literary Festival
Target entity description: Henley Literary Festival is an annual book and ideas festival in Henley-on-Thames, England, featuring talks, readings, and discussions with authors and public figures.
  • A. 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.
  • B. 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.
  • C. Cheltenham Literature Festival
    The Cheltenham Literature Festival is one of the world’s oldest and most prestigious literary festivals, attracting leading authors, thinkers, and audiences for talks, debates, and readings each year in Cheltenham, England.
  • 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. 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.
  • 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba9cb84481909fe0a66c020b8864 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3060b834819091dff510b89b3ec8 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f84d548190b2d99162471207a4 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae317473408190ad67374cfb82a7db completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.