Triple
T13376424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loughton |
E319197
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Loughton Town Council
Loughton Town Council is the local parish-level authority responsible for representing and serving the community of Loughton in Essex, England.
|
E1036611
|
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: Loughton Town Council | Statement: [Loughton, governingBody, Loughton Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loughton Town Council Context triple: [Loughton, governingBody, Loughton Town Council]
-
A.
Luton Borough Council
Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
-
B.
Welwyn Hatfield Borough Council
Welwyn Hatfield Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Welwyn Hatfield in Hertfordshire, England.
-
C.
Bedford Borough Council
Bedford Borough Council is the local authority responsible for providing municipal services and governance for the Borough of Bedford in England.
-
D.
Hertford Town Council
Hertford Town Council is the local governing body responsible for municipal administration and community services in the town of Hertford, England.
-
E.
Woking Borough Council
Woking Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Woking in Surrey, England.
- 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: Loughton Town Council Triple: [Loughton, governingBody, Loughton Town Council]
Generated description
Loughton Town Council is the local parish-level authority responsible for representing and serving the community of Loughton in Essex, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loughton Town Council Target entity description: Loughton Town Council is the local parish-level authority responsible for representing and serving the community of Loughton in Essex, England.
-
A.
Luton Borough Council
Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
-
B.
Welwyn Hatfield Borough Council
Welwyn Hatfield Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Welwyn Hatfield in Hertfordshire, England.
-
C.
Bedford Borough Council
Bedford Borough Council is the local authority responsible for providing municipal services and governance for the Borough of Bedford in England.
-
D.
Hertford Town Council
Hertford Town Council is the local governing body responsible for municipal administration and community services in the town of Hertford, England.
-
E.
Woking Borough Council
Woking Borough Council is the local government authority responsible for providing municipal services and administration for the borough of Woking in Surrey, England.
- F. None of above. chosen
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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce3fec48190a5443d87c85477a3 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f72684f3408190952d2619b6b8d241 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f726f3f9cc8190a10f6a355a27b0fa |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7276b0f148190a0a6ec1b6637b6aa |
completed | May 3, 2026, 10:46 a.m. |
Created at: April 9, 2026, 9:33 p.m.