Triple
T1185871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Camberley |
E25243
|
entity |
| Predicate | hasNeighbouringSettlement |
P4647
|
FINISHED |
| Object |
Farnborough
Farnborough is a town in northeast Hampshire, England, best known for its historic airfield and the biennial Farnborough International Airshow.
|
E98735
|
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: Farnborough | Statement: [Camberley, hasNeighbouringSettlement, Farnborough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farnborough Context triple: [Camberley, hasNeighbouringSettlement, Farnborough]
-
A.
Farnborough, London
Farnborough, London is a suburban area in the London Borough of Bromley known for its village-like character on the southeastern edge of Greater London.
-
B.
Farnborough Airfield
Farnborough Airfield is a historic British airfield in Hampshire renowned as a major center for aviation research, development, and the famous Farnborough International Airshow.
-
C.
Maidenhead
Maidenhead is a large riverside town on the River Thames in Berkshire, England, known as a commuter hub for London with a mix of historic and modern development.
-
D.
Cobham
Cobham is a village in Surrey, England, known for its affluent residential character, proximity to London, and scenic riverside setting.
-
E.
Farnham
Farnham is a historic market town in southern England known for its Georgian streets, medieval castle, and surrounding Surrey countryside.
- 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: Farnborough Triple: [Camberley, hasNeighbouringSettlement, Farnborough]
Generated description
Farnborough is a town in northeast Hampshire, England, best known for its historic airfield and the biennial Farnborough International Airshow.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farnborough Target entity description: Farnborough is a town in northeast Hampshire, England, best known for its historic airfield and the biennial Farnborough International Airshow.
-
A.
Farnborough, London
Farnborough, London is a suburban area in the London Borough of Bromley known for its village-like character on the southeastern edge of Greater London.
-
B.
Farnborough Airfield
chosen
Farnborough Airfield is a historic British airfield in Hampshire renowned as a major center for aviation research, development, and the famous Farnborough International Airshow.
-
C.
Maidenhead
Maidenhead is a large riverside town on the River Thames in Berkshire, England, known as a commuter hub for London with a mix of historic and modern development.
-
D.
Cobham
Cobham is a village in Surrey, England, known for its affluent residential character, proximity to London, and scenic riverside setting.
-
E.
Farnham
Farnham is a historic market town in southern England known for its Georgian streets, medieval castle, and surrounding Surrey countryside.
- 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_69a49427d98881908646d6c63b8cea1e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd53e4b48190abb2167f8074a6bc |
completed | March 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce59fe3c8190a07d84c570b7b2fe |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accecd233c8190bebf5395e8dd5961 |
completed | March 8, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accf2c65188190844bcd1c5efa563a |
completed | March 8, 2026, 1:21 a.m. |
Created at: March 1, 2026, 7:45 p.m.