Triple
T7146429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William R. Broughton |
E166580
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Broughton
Broughton is an English-language surname borne by various notable individuals across fields such as exploration, politics, sports, and the arts.
|
E645984
|
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: Broughton | Statement: [William R. Broughton, familyName, Broughton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broughton Context triple: [William R. Broughton, familyName, Broughton]
-
A.
Broughton
Broughton is a small coastal settlement on the Gower Peninsula in Wales, known for its nearby beaches and rural surroundings.
-
B.
Higher Broughton
Higher Broughton is a residential district in Salford, Greater Manchester, known for its diverse community and proximity to Manchester city centre.
-
C.
Broughton, North Yorkshire
Broughton, North Yorkshire is a small village in the Craven district of North Yorkshire, England, situated near Skipton and known for its rural setting and historic Broughton Hall estate.
-
D.
Cressbrook
Cressbrook is a small village in Derbyshire, England, known for its picturesque setting in the Peak District and its historic former cotton mill by the River Wye.
-
E.
Mulbarton
Mulbarton is a village and civil parish in South Norfolk, England, situated a few miles south of the city of Norwich.
- 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: Broughton Triple: [William R. Broughton, familyName, Broughton]
Generated description
Broughton is an English-language surname borne by various notable individuals across fields such as exploration, politics, sports, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broughton Target entity description: Broughton is an English-language surname borne by various notable individuals across fields such as exploration, politics, sports, and the arts.
-
A.
Broughton
Broughton is a small coastal settlement on the Gower Peninsula in Wales, known for its nearby beaches and rural surroundings.
-
B.
Higher Broughton
Higher Broughton is a residential district in Salford, Greater Manchester, known for its diverse community and proximity to Manchester city centre.
-
C.
Broughton, North Yorkshire
Broughton, North Yorkshire is a small village in the Craven district of North Yorkshire, England, situated near Skipton and known for its rural setting and historic Broughton Hall estate.
-
D.
Cressbrook
Cressbrook is a small village in Derbyshire, England, known for its picturesque setting in the Peak District and its historic former cotton mill by the River Wye.
-
E.
Mulbarton
Mulbarton is a village and civil parish in South Norfolk, England, situated a few miles south of the city of Norwich.
- 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_69c68886779c8190a8e3fbabffe68253 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7d3c48c8190a71a61a1d50cd7da |
completed | March 27, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7ada12a848190b6e98e0b1a258c17 |
completed | March 28, 2026, 10:29 a.m. |
| NEDg | Description generation | batch_69c7aeb1c59c8190b02fcb731003ad31 |
completed | March 28, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af2ad8a081909185cfd3a3d4e4d0 |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:46 p.m.