Triple
T9256717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gadebridge |
E222460
|
entity |
| Predicate | nearestTownCentre |
P56555
|
FINISHED |
| Object | Hemel Hempstead town centre |
E321419
|
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: Hemel Hempstead town centre | Statement: [Gadebridge, nearestTownCentre, Hemel Hempstead town centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hemel Hempstead town centre Context triple: [Gadebridge, nearestTownCentre, Hemel Hempstead town centre]
-
A.
Hemel Hempstead
chosen
Hemel Hempstead is a large town in southern England, known as a post-war New Town and major commercial and residential centre within Hertfordshire.
-
B.
Cheshunt
Cheshunt is a town in Hertfordshire, England, situated just north of London and known as a commuter hub with rail links into the capital.
-
C.
Tottenham Hale Retail Park
Tottenham Hale Retail Park is a shopping complex in the Tottenham Hale area of north London, featuring a range of large retail stores and on-site parking.
-
D.
Hertsmere
Hertsmere is a local government district and borough in Hertfordshire, England, comprising suburban towns and villages just north of Greater London.
-
E.
Waltham Cross
Waltham Cross is a town in southeastern England known for its historic Eleanor Cross and its location near the Greater London boundary.
- 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: nearestTownCentre Context triple: [Gadebridge, nearestTownCentre, Hemel Hempstead town centre]
-
A.
nearestTownCenter
chosen
Indicates that one location is the closest town center to another specified point or area.
-
B.
nearestCityCenterDistance
Indicates the distance from a given location to the closest city center.
-
C.
administrativeCentreNearby
Indicates that an administrative centre is located close to the referenced entity in geographic or spatial terms.
-
D.
nearbyUrbanCenter
Indicates that one location is geographically close to an urban center, such as a city or large town.
-
E.
nearestArea
Indicates that one area is the closest in distance to a given reference point or region compared to all other candidate areas.
- 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_69ca841e4cd481908e738c74e958eaea |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd06b4e2048190af0d65b904677c36 |
completed | April 1, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09be75fd88190b6e99b0884dcc14c |
completed | April 4, 2026, 5:04 a.m. |
| PD | Predicate disambiguation | batch_69cc7a4e79e48190b3200247f4624867 |
completed | April 1, 2026, 1:52 a.m. |
Created at: March 30, 2026, 7:32 p.m.