Triple
T8892339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough |
E211708
|
entity |
| Predicate | hasCulturalEvent |
P2955
|
FINISHED |
| Object |
Marlborough Literature Festival
The Marlborough Literature Festival is an annual literary event in Marlborough, England, featuring author talks, readings, and discussions celebrating contemporary writing.
|
E765052
|
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: Marlborough Literature Festival | Statement: [Marlborough, hasCulturalEvent, Marlborough Literature Festival]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlborough Literature Festival Context triple: [Marlborough, hasCulturalEvent, Marlborough 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.
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.
-
C.
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.
-
D.
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.
-
E.
Stroud Book Festival
Stroud Book Festival is an annual literary festival in Stroud, England, featuring author talks, readings, and events 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: Marlborough Literature Festival Triple: [Marlborough, hasCulturalEvent, Marlborough Literature Festival]
Generated description
The Marlborough Literature Festival is an annual literary event in Marlborough, England, featuring author talks, readings, and discussions celebrating contemporary writing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlborough Literature Festival Target entity description: The Marlborough Literature Festival is an annual literary event in Marlborough, England, featuring author talks, readings, and discussions celebrating contemporary 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.
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.
-
C.
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.
-
D.
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.
-
E.
Stroud Book Festival
Stroud Book Festival is an annual literary festival in Stroud, England, featuring author talks, readings, and events 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_69ca83907954819096d52a245b635841 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc61bb46c881909e579bb1926e5204 |
completed | April 1, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfabf795b08190bb4c45d6ede3b8b4 |
completed | April 3, 2026, noon |
| NEDg | Description generation | batch_69cfad1782848190ae3d9f6f53803adc |
completed | April 3, 2026, 12:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfadf4c1fc81908df957dc0a6308dc |
completed | April 3, 2026, 12:09 p.m. |
Created at: March 30, 2026, 6:54 p.m.