Triple
T7535285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Handforth |
E178133
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Handforth Town Council
Handforth Town Council is the parish-level local authority responsible for representing and managing community affairs in the town of Handforth, Cheshire, England.
|
E670980
|
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: Handforth Town Council | Statement: [Handforth, hasLocalGovernment, Handforth Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Handforth Town Council Context triple: [Handforth, hasLocalGovernment, Handforth Town Council]
-
A.
Alford Town Council
Alford Town Council is the local governing authority responsible for representing and managing community affairs in the market town of Alford in Lincolnshire, England.
-
B.
Hungerford Town Council
Hungerford Town Council is the local parish-level authority responsible for representing residents and managing community services and amenities in the town of Hungerford, England.
-
C.
Farnworth Municipal Borough Council
Farnworth Municipal Borough Council was the former local governing authority for the town of Farnworth in Lancashire, England, prior to its functions being absorbed into larger administrative structures.
-
D.
Ware Town Council
Ware Town Council is the parish-level local authority responsible for representing and serving the community of the town of Ware in Hertfordshire, England.
-
E.
Shifnal Town Council
Shifnal Town Council is the local governing body responsible for representing and managing community affairs in the town of Shifnal, Shropshire, 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: Handforth Town Council Triple: [Handforth, hasLocalGovernment, Handforth Town Council]
Generated description
Handforth Town Council is the parish-level local authority responsible for representing and managing community affairs in the town of Handforth, Cheshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Handforth Town Council Target entity description: Handforth Town Council is the parish-level local authority responsible for representing and managing community affairs in the town of Handforth, Cheshire, England.
-
A.
Alford Town Council
Alford Town Council is the local governing authority responsible for representing and managing community affairs in the market town of Alford in Lincolnshire, England.
-
B.
Hungerford Town Council
Hungerford Town Council is the local parish-level authority responsible for representing residents and managing community services and amenities in the town of Hungerford, England.
-
C.
Farnworth Municipal Borough Council
Farnworth Municipal Borough Council was the former local governing authority for the town of Farnworth in Lancashire, England, prior to its functions being absorbed into larger administrative structures.
-
D.
Ware Town Council
Ware Town Council is the parish-level local authority responsible for representing and serving the community of the town of Ware in Hertfordshire, England.
-
E.
Shifnal Town Council
Shifnal Town Council is the local governing body responsible for representing and managing community affairs in the town of Shifnal, Shropshire, 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_69c69f2acdbc8190b5a8320168c1d0ba |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f84c13208190971096a0b81b0ff2 |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f0c02148190bb5f63cf9891ec0c |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c84f9ce82081908813a1185b9b3570 |
completed | March 28, 2026, 10:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8500e64788190b196988290aea7d7 |
completed | March 28, 2026, 10:02 p.m. |
Created at: March 27, 2026, 3:47 p.m.