Triple
T6423654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chesham and Amersham (UK Parliament constituency) |
E128004
|
entity |
| Predicate | representsTown |
P847
|
FINISHED |
| Object | Chesham |
E232556
|
NE FINISHED |
How this triple was built (3 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: Chesham | Statement: [Chesham and Amersham (UK Parliament constituency), representsTown, Chesham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chesham Context triple: [Chesham and Amersham (UK Parliament constituency), representsTown, Chesham]
-
A.
Chesham
chosen
Chesham is a market town in the Chiltern Hills of Buckinghamshire, England, known historically for its boot, brush, and woodenware industries.
-
B.
Chelsham
Chelsham is a small rural village in Surrey, England, known for its countryside setting and traditional character.
-
C.
Datchet
Datchet is a riverside village and civil parish in Berkshire, England, situated on the River Thames near Windsor.
-
D.
Chertsey
Chertsey is a historic town in southeast England, known for its medieval abbey heritage and location on the River Thames.
-
E.
Bracknell
Bracknell is a town in the English county of Berkshire, known as a post-war New Town and commercial centre in the Thames Valley.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: representsTown Context triple: [Chesham and Amersham (UK Parliament constituency), representsTown, Chesham]
-
A.
representsCity
Indicates that one entity serves as the official representative or embodiment of a particular city.
-
B.
cityRepresented
Indicates that one entity serves as the official representative or governing body for a particular city.
-
C.
territoryRepresentation
Indicates that one entity serves as a representation, model, or depiction of a specific territory or geographic area for another entity.
-
D.
hasTown
chosen
Indicates that one entity possesses, contains, or is associated with a town as part of its structure, jurisdiction, or composition.
-
E.
municipalRepresentation
Indicates that one entity serves as the official municipal-level representative or governing body for another entity within a specific locality or jurisdiction.
- F. None of above.
Provenance (4 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_69c00838de888190af2eec0b80495efa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c06906eea88190a445c1ff1169c2b1 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c669de36a08190837817b32074e405 |
completed | March 27, 2026, 11:28 a.m. |
| PD | Predicate disambiguation | batch_69c060f780b08190aa650b4d1fc51f21 |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:43 p.m.