Triple
T12292025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hay-on-Wye |
E292986
|
entity |
| Predicate | hostsEvent |
P613
|
FINISHED |
| Object | Hay Festival of Literature & Arts |
E975558
|
NE FINISHED |
How this triple was built (2 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: Hay Festival of Literature & Arts | Statement: [Hay-on-Wye, hostsEvent, Hay Festival of Literature & Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hay Festival of Literature & Arts Context triple: [Hay-on-Wye, hostsEvent, Hay Festival of Literature & Arts]
-
A.
Hay Festival
chosen
The Hay Festival is a renowned annual literary and arts festival in Hay-on-Wye, Wales, that brings together writers, thinkers, and audiences for talks, readings, and cultural events.
-
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.
Marlborough Literature Festival
The Marlborough Literature Festival is an annual literary event in Marlborough, England, featuring author talks, readings, and discussions celebrating contemporary writing.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d22ba488190914342fa7e69e159 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a995c508190b7ef77e400d03f87 |
completed | May 2, 2026, 4:47 p.m. |
Created at: April 8, 2026, 9:52 p.m.