Triple
T839370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Talbot |
E18141
|
entity |
| Predicate | locatedInConstituency |
P2710
|
FINISHED |
| Object |
Aberavon (UK Parliament constituency)
Aberavon (UK Parliament constituency) is a long-established parliamentary seat in South Wales that covers the industrial and coastal town of Port Talbot and its surrounding communities.
|
E100593
|
NE FINISHED |
How this triple was built (5 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: Aberavon (UK Parliament constituency) | Statement: [Port Talbot, locatedInConstituency, Aberavon (UK Parliament constituency)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aberavon (UK Parliament constituency) Context triple: [Port Talbot, locatedInConstituency, Aberavon (UK Parliament constituency)]
-
A.
The Wrekin (UK Parliament constituency)
The Wrekin (UK Parliament constituency) was a former parliamentary seat in Shropshire, England, represented in the House of Commons before being largely replaced by the Shrewsbury and Atcham constituency.
-
B.
Stroud (UK Parliament constituency)
Stroud (UK Parliament constituency) is a UK parliamentary seat in Gloucestershire that elects one Member of Parliament to the House of Commons.
-
C.
Tewkesbury (UK Parliament constituency)
Tewkesbury (UK Parliament constituency) is a UK parliamentary seat in Gloucestershire represented in the House of Commons.
-
D.
Witney (UK Parliament constituency)
Witney is a UK parliamentary constituency in Oxfordshire that elects a Member of Parliament to the House of Commons and is known for having been represented by former Prime Minister David Cameron.
-
E.
Glenrothes (UK Parliament constituency)
Glenrothes (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centred on the town of Glenrothes in Fife.
- 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: Aberavon (UK Parliament constituency) Triple: [Port Talbot, locatedInConstituency, Aberavon (UK Parliament constituency)]
Generated description
Aberavon (UK Parliament constituency) is a long-established parliamentary seat in South Wales that covers the industrial and coastal town of Port Talbot and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aberavon (UK Parliament constituency) Target entity description: Aberavon (UK Parliament constituency) is a long-established parliamentary seat in South Wales that covers the industrial and coastal town of Port Talbot and its surrounding communities.
-
A.
The Wrekin (UK Parliament constituency)
The Wrekin (UK Parliament constituency) was a former parliamentary seat in Shropshire, England, represented in the House of Commons before being largely replaced by the Shrewsbury and Atcham constituency.
-
B.
Stroud (UK Parliament constituency)
Stroud (UK Parliament constituency) is a UK parliamentary seat in Gloucestershire that elects one Member of Parliament to the House of Commons.
-
C.
Tewkesbury (UK Parliament constituency)
Tewkesbury (UK Parliament constituency) is a UK parliamentary seat in Gloucestershire represented in the House of Commons.
-
D.
Witney (UK Parliament constituency)
Witney is a UK parliamentary constituency in Oxfordshire that elects a Member of Parliament to the House of Commons and is known for having been represented by former Prime Minister David Cameron.
-
E.
Glenrothes (UK Parliament constituency)
Glenrothes (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centred on the town of Glenrothes in Fife.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: locatedInConstituency Context triple: [Port Talbot, locatedInConstituency, Aberavon (UK Parliament constituency)]
-
A.
constituency
Indicates that one entity functions as a constituent or component part within the structural or organizational makeup of another entity.
-
B.
parliamentaryConstituency
chosen
Indicates that one entity serves as the parliamentary constituency to which the other entity (such as a place or representative) is formally linked or assigned.
-
C.
parliamentaryConstituencyRepresented
Indicates the relationship in which a person or entity serves as the elected representative for a specific parliamentary constituency.
-
D.
representedElectoralDistrict
Indicates that an elected official served as the representative for a specific electoral district or constituency.
-
E.
hasMemberOfParliament
Indicates that an entity is represented by a specific individual serving as its Member of Parliament.
- F. None of above.
Provenance (6 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abe4ab1081909207ae2eec1898d9 |
completed | March 1, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7929860f081909c86f84d7cfe6acb |
completed | March 4, 2026, 2:02 a.m. |
| NEDg | Description generation | batch_69a796370f388190b23cd19cc3fa5a3b |
completed | March 4, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a796bee5388190ab0abf0bfa08ad97 |
completed | March 4, 2026, 2:19 a.m. |
| PD | Predicate disambiguation | batch_69a4aa7dfc5c8190890c9df485d73a86 |
completed | March 1, 2026, 9:07 p.m. |
Created at: March 1, 2026, 7:38 p.m.