Triple
T13834106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampthill |
E332478
|
entity |
| Predicate | hasEvent |
P811
|
FINISHED |
| Object |
Ampthill Literary Festival
Ampthill Literary Festival is a local book and author celebration held in the town of Ampthill, featuring talks, readings, and literary events for the community.
|
E1064574
|
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: Ampthill Literary Festival | Statement: [Ampthill, hasEvent, Ampthill Literary Festival]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ampthill Literary Festival Context triple: [Ampthill, hasEvent, Ampthill Literary Festival]
-
A.
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.
-
B.
Marlborough Literature Festival
The Marlborough Literature Festival is an annual literary event in Marlborough, England, featuring author talks, readings, and discussions celebrating contemporary writing.
-
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.
Faversham Literary Festival
Faversham Literary Festival is an annual book and arts festival in the historic market town of Faversham, featuring author talks, readings, workshops, and literary-themed events.
-
E.
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.
- 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: Ampthill Literary Festival Triple: [Ampthill, hasEvent, Ampthill Literary Festival]
Generated description
Ampthill Literary Festival is a local book and author celebration held in the town of Ampthill, featuring talks, readings, and literary events for the community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ampthill Literary Festival Target entity description: Ampthill Literary Festival is a local book and author celebration held in the town of Ampthill, featuring talks, readings, and literary events for the community.
-
A.
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.
-
B.
Marlborough Literature Festival
The Marlborough Literature Festival is an annual literary event in Marlborough, England, featuring author talks, readings, and discussions celebrating contemporary writing.
-
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.
Faversham Literary Festival
Faversham Literary Festival is an annual book and arts festival in the historic market town of Faversham, featuring author talks, readings, workshops, and literary-themed events.
-
E.
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.
- 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_69d81c5ae7c88190b0dd41bdafeb5999 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de029a34bc8190ae892ef7b09fc9e9 |
completed | April 14, 2026, 9:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b8f234888190bd9d5d403b236105 |
completed | May 3, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69f7bd0cc860819083f887b4049e2359 |
completed | May 3, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7bd86c56c819093491c7f1ff61e74 |
completed | May 3, 2026, 9:26 p.m. |
Created at: April 9, 2026, 10:13 p.m.