Triple
T1986130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham |
E43144
|
entity |
| Predicate | hasFestival |
P3113
|
FINISHED |
| Object |
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.
|
E222965
|
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: Cheltenham Literature Festival | Statement: [Cheltenham, hasFestival, Cheltenham Literature Festival]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Literature Festival Context triple: [Cheltenham, hasFestival, Cheltenham 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.
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: Cheltenham Literature Festival Triple: [Cheltenham, hasFestival, Cheltenham Literature Festival]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Literature Festival Target entity description: 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.
-
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.
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_69a88713ddc88190a969715658ebe7a8 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8232d788190938f261fd4b2f2fd |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0331eec881909463163fb71e4eba |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae03e575a88190a93181eb9d9bc3eb |
completed | March 8, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0473aecc8190b3da07fb8fd18e81 |
completed | March 8, 2026, 11:21 p.m. |
Created at: March 4, 2026, 7:37 p.m.