Triple
T5268457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Llangennith |
E119195
|
entity |
| Predicate | hasNearbySettlement |
P4647
|
FINISHED |
| Object |
Broughton
Broughton is a small coastal settlement on the Gower Peninsula in Wales, known for its nearby beaches and rural surroundings.
|
E507673
|
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: [Llangennith, hasNearbySettlement, Broughton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broughton Context triple: [Llangennith, hasNearbySettlement, Broughton]
-
A.
Higher Broughton
Higher Broughton is a residential district in Salford, Greater Manchester, known for its diverse community and proximity to Manchester city centre.
-
B.
Mulbarton
Mulbarton is a village and civil parish in South Norfolk, England, situated a few miles south of the city of Norwich.
-
C.
Myddelton
Myddelton is an alternative historical spelling of the English surname Middleton, associated with various notable British families and figures.
-
D.
Walkerburn
Walkerburn is a small village in the Scottish Borders region of Scotland, historically associated with the textile industry and situated in the Tweed Valley.
-
E.
Farnworth
Farnworth is a town in Greater Manchester, England, historically part of Lancashire and now largely residential with local industry and transport links to nearby urban centers.
- 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: [Llangennith, hasNearbySettlement, Broughton]
Generated description
Broughton is a small coastal settlement on the Gower Peninsula in Wales, known for its nearby beaches and rural surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broughton Target entity description: Broughton is a small coastal settlement on the Gower Peninsula in Wales, known for its nearby beaches and rural surroundings.
-
A.
Higher Broughton
Higher Broughton is a residential district in Salford, Greater Manchester, known for its diverse community and proximity to Manchester city centre.
-
B.
Mulbarton
Mulbarton is a village and civil parish in South Norfolk, England, situated a few miles south of the city of Norwich.
-
C.
Myddelton
Myddelton is an alternative historical spelling of the English surname Middleton, associated with various notable British families and figures.
-
D.
Walkerburn
Walkerburn is a small village in the Scottish Borders region of Scotland, historically associated with the textile industry and situated in the Tweed Valley.
-
E.
Farnworth
Farnworth is a town in Greater Manchester, England, historically part of Lancashire and now largely residential with local industry and transport links to nearby urban centers.
- 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_69bd446c38e081908cdaf113bdf86790 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7bfc3f288190b128777caaad2275 |
completed | March 20, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe924e80819083fbc761900e263c |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69bf028c767881908e164047cb92179a |
completed | March 21, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf02fc28a48190acfcf367ae9d8384 |
completed | March 21, 2026, 8:43 p.m. |
Created at: March 20, 2026, 1:51 p.m.