Triple
T10159993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herefordshire Council |
E233862
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Hereford City Council
Hereford City Council was the former local government authority responsible for administering municipal services and governance in the city of Hereford, England.
|
E233862
|
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: Hereford City Council | Statement: [Herefordshire Council, replaced, Hereford City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hereford City Council Context triple: [Herefordshire Council, replaced, Hereford City Council]
-
A.
Herefordshire Council
Herefordshire Council is the unitary local authority responsible for providing public services and local governance across the county of Herefordshire in England.
-
B.
Telford and Wrekin Council
Telford and Wrekin Council is the unitary local authority responsible for governing the borough of Telford and Wrekin in Shropshire, England.
-
C.
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.
-
D.
Hereford
Hereford is a cathedral city in Herefordshire, England, known for its historic architecture and role as a military and agricultural center.
-
E.
Hereford
Hereford is a small city in the Texas Panhandle known for its strong agricultural and cattle industry.
- 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: Hereford City Council Triple: [Herefordshire Council, replaced, Hereford City Council]
Generated description
Hereford City Council was the former local government authority responsible for administering municipal services and governance in the city of Hereford, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hereford City Council Target entity description: Hereford City Council was the former local government authority responsible for administering municipal services and governance in the city of Hereford, England.
-
A.
Herefordshire Council
chosen
Herefordshire Council is the unitary local authority responsible for providing public services and local governance across the county of Herefordshire in England.
-
B.
Telford and Wrekin Council
Telford and Wrekin Council is the unitary local authority responsible for governing the borough of Telford and Wrekin in Shropshire, England.
-
C.
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.
-
D.
Hereford
Hereford is a cathedral city in Herefordshire, England, known for its historic architecture and role as a military and agricultural center.
-
E.
Hereford
Hereford is a small city in the Texas Panhandle known for its strong agricultural and cattle industry.
- F. None of above.
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_69ca848e80748190b91d1e04d35512c7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec5831e481909b48fdfa8f1c670b |
completed | April 2, 2026, 4:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32ac043f08190ba7f526d226d3c8c |
completed | April 6, 2026, 3:38 a.m. |
| NEDg | Description generation | batch_69d32bab2f8481908daa099224d06ce1 |
completed | April 6, 2026, 3:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d32bf5fa5881909e50cfc7442c09f4 |
completed | April 6, 2026, 3:43 a.m. |
Created at: March 30, 2026, 9:09 p.m.