Triple
T20094204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manawatū District |
E496354
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Cheltenham
Cheltenham is a small rural township located in New Zealand’s Manawatū District on the North Island.
|
E1411913
|
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 | Statement: [Manawatū District, containsTown, Cheltenham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Context triple: [Manawatū District, containsTown, Cheltenham]
-
A.
Cheltenham
Cheltenham is a spa town in Gloucestershire, England, known for its Regency architecture, cultural festivals, and the prestigious Cheltenham Racecourse.
-
B.
Cheltenham
Cheltenham is a residential suburb in the western suburbs of Adelaide, South Australia, known for its mix of housing, local parks, and proximity to major transport routes.
-
C.
Cheltenham
Cheltenham is a residential and commercial suburb in Melbourne, Victoria, known for its shopping precincts and proximity to Port Phillip Bay.
-
D.
Cheltenham Racecourse
Cheltenham Racecourse is a premier British horse racing venue in Gloucestershire, best known for hosting the prestigious Cheltenham Festival and its flagship Cheltenham Gold Cup steeplechase.
-
E.
Cheltenham, Gloucestershire, England
Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
- 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 Triple: [Manawatū District, containsTown, Cheltenham]
Generated description
Cheltenham is a small rural township located in New Zealand’s Manawatū District on the North Island.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Target entity description: Cheltenham is a small rural township located in New Zealand’s Manawatū District on the North Island.
-
A.
Cheltenham
Cheltenham is a spa town in Gloucestershire, England, known for its Regency architecture, cultural festivals, and the prestigious Cheltenham Racecourse.
-
B.
Cheltenham
Cheltenham is a residential and commercial suburb in Melbourne, Victoria, known for its shopping precincts and proximity to Port Phillip Bay.
-
C.
Cheltenham
Cheltenham is a residential suburb in the western suburbs of Adelaide, South Australia, known for its mix of housing, local parks, and proximity to major transport routes.
-
D.
Cheltenham Racecourse
Cheltenham Racecourse is a premier British horse racing venue in Gloucestershire, best known for hosting the prestigious Cheltenham Festival and its flagship Cheltenham Gold Cup steeplechase.
-
E.
Cheltenham, Gloucestershire, England
Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6666a7a94819080ebabfba9762f97 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082709bec8819085418d3d93108d81 |
completed | May 16, 2026, 8:12 a.m. |
| NEDg | Description generation | batch_6a08287484c4819089414c2780377ba7 |
completed | May 16, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a082a4275e48190b6643e43399d97af |
completed | May 16, 2026, 8:26 a.m. |
Created at: April 11, 2026, 11:23 p.m.