Triple
T13381354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All Saints’ Church, Northampton |
E319324
|
entity |
| Predicate | locationTownCentre |
P25976
|
FINISHED |
| Object | Northampton town centre |
E81821
|
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: Northampton town centre | Statement: [All Saints’ Church, Northampton, locationTownCentre, Northampton town centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton town centre Context triple: [All Saints’ Church, Northampton, locationTownCentre, Northampton town centre]
-
A.
Northampton
Northampton is a small, culturally vibrant city in western Massachusetts known for its progressive community, arts scene, and historic New England character.
-
B.
Northampton
Northampton is a historic rural town in Western Australia's Mid West, known for its heritage architecture and surrounding agricultural and mining activities.
-
C.
Northampton
chosen
Northampton is a historic market town and the county town of Northamptonshire in the East Midlands of England.
-
D.
Northampton City Council
Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
-
E.
Downham Market
Downham Market is a historic market town in Norfolk, England, known for its traditional town center, riverside setting on the River Great Ouse, and role as a local commercial hub.
- 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: locationTownCentre Context triple: [All Saints’ Church, Northampton, locationTownCentre, Northampton town centre]
-
A.
hasCityCentreLocation
chosen
Indicates that something is located in, or directly associated with, the central area of a city.
-
B.
cityCentreAccess
Indicates whether an entity has access to, or is reachable within, the central area of a city.
-
C.
centralLocation
Indicates that one entity serves as the primary or central place associated with another entity.
-
D.
administrativeCentreNearby
Indicates that an administrative centre is located close to the referenced entity in geographic or spatial terms.
-
E.
directionFromCityCentre
Indicates the compass direction in which one location lies relative to the city centre.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce694788190881d1feac5b75720 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7268b09808190b4ffd1db72e1f1f1 |
completed | May 3, 2026, 10:42 a.m. |
| PD | Predicate disambiguation | batch_69d9a03189908190a784a2755f8d81e1 |
completed | April 11, 2026, 1:13 a.m. |
Created at: April 9, 2026, 9:33 p.m.