Triple
T6719787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham Spa railway station |
E153364
|
entity |
| Predicate | nearbyAttraction |
P3449
|
FINISHED |
| Object | Cheltenham town centre |
E43144
|
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: Cheltenham town centre | Statement: [Cheltenham Spa railway station, nearbyAttraction, Cheltenham town centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham town centre Context triple: [Cheltenham Spa railway station, nearbyAttraction, Cheltenham town centre]
-
A.
Cheltenham
chosen
Cheltenham is a spa town in Gloucestershire, England, known for its Regency architecture, cultural festivals, and the prestigious Cheltenham Racecourse.
-
B.
Cheltenham Town Hall
Cheltenham Town Hall is a historic Edwardian concert and events venue in Cheltenham, England, renowned for its ornate architecture and cultural performances.
-
C.
Chatham town centre
Chatham town centre is the main commercial and civic hub of Chatham in Kent, England, featuring shopping streets, services, and transport links near the historic dockyard area.
-
D.
Cheltenham Borough Council
Cheltenham Borough Council is the local government authority responsible for providing municipal services and administration for the town of Cheltenham in Gloucestershire, England.
-
E.
Calne
Calne is a historic market town in Wiltshire, England, known for its former bacon-curing industry and location in the North Wessex Downs area.
- 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_69c68809b4608190a2509ddb5ab87f05 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d137084881908e04ee6b2bd45585 |
completed | March 27, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72f8255ac81909e7732947d2a5f53 |
completed | March 28, 2026, 1:31 a.m. |
Created at: March 27, 2026, 2:07 p.m.