Triple
T9981023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buntingford |
E196449
|
entity |
| Predicate | hasParishCouncil |
P3379
|
FINISHED |
| Object |
Buntingford Town Council
Buntingford Town Council is the local governing body responsible for representing and managing community affairs in the town of Buntingford, Hertfordshire, England.
|
E834179
|
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: Buntingford Town Council | Statement: [Buntingford, hasParishCouncil, Buntingford Town Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buntingford Town Council Context triple: [Buntingford, hasParishCouncil, Buntingford Town Council]
-
A.
Hertingfordbury Parish Council
Hertingfordbury Parish Council is the local elected authority responsible for representing residents and managing community affairs and services within the parish of Hertingfordbury in Hertfordshire, England.
-
B.
Bulford Parish Council
Bulford Parish Council is the local elected authority responsible for representing community interests and managing parish-level services and amenities in the village of Bulford, England.
-
C.
Bedford Town Council
Bedford Town Council is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing town administration in Bedford, New Hampshire.
-
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.
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.
- 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: Buntingford Town Council Triple: [Buntingford, hasParishCouncil, Buntingford Town Council]
Generated description
Buntingford Town Council is the local governing body responsible for representing and managing community affairs in the town of Buntingford, Hertfordshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buntingford Town Council Target entity description: Buntingford Town Council is the local governing body responsible for representing and managing community affairs in the town of Buntingford, Hertfordshire, England.
-
A.
Hertingfordbury Parish Council
Hertingfordbury Parish Council is the local elected authority responsible for representing residents and managing community affairs and services within the parish of Hertingfordbury in Hertfordshire, England.
-
B.
Bulford Parish Council
Bulford Parish Council is the local elected authority responsible for representing community interests and managing parish-level services and amenities in the village of Bulford, England.
-
C.
Bedford Town Council
Bedford Town Council is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing town administration in Bedford, New Hampshire.
-
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.
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.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bb3dc481909c65c37303e44037 |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257df420881909edac01b4e331c1e |
completed | April 5, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69d258b6d9c0819096dbd3e85dc6adfc |
completed | April 5, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25981db3c8190b7b4935cdcc1fe1c |
completed | April 5, 2026, 12:45 p.m. |
Created at: March 30, 2026, 8:49 p.m.