Triple
T12536465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Needham Market |
E299702
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Needham Market Town Council
Needham Market Town Council is the local municipal authority responsible for representing residents and managing community services and amenities in the town of Needham Market, Suffolk, England.
|
E989098
|
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: Needham Market Town Council | Statement: [Needham Market, governingBody, Needham Market Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needham Market Town Council Context triple: [Needham Market, governingBody, Needham Market Town Council]
-
A.
Downham Market Town Council
Downham Market Town Council is the local municipal authority responsible for representing and managing community affairs in the town of Downham Market, Norfolk, England.
-
B.
Hampden Town Council
Hampden Town Council is the municipal governing body responsible for setting local policies, budgets, and oversight for the town of Hampden, including its public services and departments.
-
C.
Hay Town Council
Hay Town Council is the local governing body responsible for representing residents and managing community affairs in the Welsh border town of Hay-on-Wye.
-
D.
Newmarket Town Council
Newmarket Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing services and development in the town of Newmarket, Ontario.
-
E.
Witham Town Council
Witham Town Council is the local governing body responsible for representing residents and managing community services and amenities in the town of Witham, Essex, 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: Needham Market Town Council Triple: [Needham Market, governingBody, Needham Market Town Council]
Generated description
Needham Market Town Council is the local municipal authority responsible for representing residents and managing community services and amenities in the town of Needham Market, Suffolk, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needham Market Town Council Target entity description: Needham Market Town Council is the local municipal authority responsible for representing residents and managing community services and amenities in the town of Needham Market, Suffolk, England.
-
A.
Downham Market Town Council
Downham Market Town Council is the local municipal authority responsible for representing and managing community affairs in the town of Downham Market, Norfolk, England.
-
B.
Hampden Town Council
Hampden Town Council is the municipal governing body responsible for setting local policies, budgets, and oversight for the town of Hampden, including its public services and departments.
-
C.
Hay Town Council
Hay Town Council is the local governing body responsible for representing residents and managing community affairs in the Welsh border town of Hay-on-Wye.
-
D.
Newmarket Town Council
Newmarket Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing services and development in the town of Newmarket, Ontario.
-
E.
Witham Town Council
Witham Town Council is the local governing body responsible for representing residents and managing community services and amenities in the town of Witham, Essex, 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9546d3b2081908d3e0659f8f13678 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6557a95d48190ac588807544f060f |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566e7bf88190a33c609caf9b4f3d |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657aa1bf48190a884e0dfce31e30e |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:57 p.m.