Triple
T4401659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chandlers Ford |
E93630
|
entity |
| Predicate | hasFireStation |
P44903
|
FINISHED |
| Object |
Chandlers Ford Fire Station
Chandlers Ford Fire Station is a local fire and rescue facility serving the community of Chandlers Ford in Hampshire, England.
|
E93630
|
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: Chandlers Ford Fire Station | Statement: [Chandlers Ford, hasFireStation, Chandlers Ford Fire Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chandlers Ford Fire Station Context triple: [Chandlers Ford, hasFireStation, Chandlers Ford Fire Station]
-
A.
Chandlers Ford
Chandlers Ford is a suburban town in Hampshire, England, situated between Southampton and Winchester and known primarily as a residential and commuter area.
-
B.
Salisbury Fire Station
Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
-
C.
Manchester Fire Brigade
Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
-
D.
Chelmsford Fire Department
The Chelmsford Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Chelmsford, Massachusetts.
-
E.
Farnham Maltings
Farnham Maltings is a converted industrial complex in Farnham, England, that now serves as a major arts and cultural centre hosting performances, exhibitions, and community events.
- 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: Chandlers Ford Fire Station Triple: [Chandlers Ford, hasFireStation, Chandlers Ford Fire Station]
Generated description
Chandlers Ford Fire Station is a local fire and rescue facility serving the community of Chandlers Ford in Hampshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chandlers Ford Fire Station Target entity description: Chandlers Ford Fire Station is a local fire and rescue facility serving the community of Chandlers Ford in Hampshire, England.
-
A.
Chandlers Ford
chosen
Chandlers Ford is a suburban town in Hampshire, England, situated between Southampton and Winchester and known primarily as a residential and commuter area.
-
B.
Salisbury Fire Station
Salisbury Fire Station is a local emergency services facility in Salisbury that houses firefighting equipment and personnel responsible for protecting the surrounding community.
-
C.
Manchester Fire Brigade
Manchester Fire Brigade was a former local fire and rescue authority that served the Manchester area before being incorporated into the larger Greater Manchester Fire and Rescue Service.
-
D.
Chelmsford Fire Department
The Chelmsford Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Chelmsford, Massachusetts.
-
E.
Farnham Maltings
Farnham Maltings is a converted industrial complex in Farnham, England, that now serves as a major arts and cultural centre hosting performances, exhibitions, and community events.
- F. None of above.
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_69b345158c748190a2c040fce2da9980 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b352cf218481908d072fec58361f28 |
completed | March 12, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5f788d081909406a938337bd05a |
completed | March 14, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_69b5f674c94c81908327336dd4380d2e |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f719d008819090a35e3597a0089f |
completed | March 15, 2026, 12:02 a.m. |
Created at: March 12, 2026, 11:28 p.m.