Triple

T3445305
Position Surface form Disambiguated ID Type / Status
Subject Stroud E72661 entity
Predicate hasCulturalEvent P2955 FINISHED
Object Stroud Book Festival
Stroud Book Festival is an annual literary festival in Stroud, England, featuring author talks, readings, and events celebrating books and writing.
 E359965 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: Stroud Book Festival | Statement: [Stroud, hasCulturalEvent, Stroud Book Festival]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stroud Book Festival
Context triple: [Stroud, hasCulturalEvent, Stroud Book Festival]
  • A. 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.
  • 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. 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. 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.
  • 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: Stroud Book Festival
Triple: [Stroud, hasCulturalEvent, Stroud Book Festival]
Generated description
Stroud Book Festival is an annual literary festival in Stroud, England, featuring author talks, readings, and events celebrating books and writing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stroud Book Festival
Target entity description: Stroud Book Festival is an annual literary festival in Stroud, England, featuring author talks, readings, and events celebrating books and writing.
  • A. 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.
  • 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. 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. 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.
  • 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_69ad85b05c848190b7a28ceec2bd7b74 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba2cc3048190ab1385699387df8d completed March 8, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360deda448190a63a39688be2dbfb completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b3618726b08190905a2c93335eede2 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b362586a008190b0d54e5cb38845e3 completed March 13, 2026, 1:03 a.m.
Created at: March 8, 2026, 3:16 p.m.