Triple

T9544909
Position Surface form Disambiguated ID Type / Status
Subject Bridgend County Borough E230255 entity
Predicate seneddConstituency P19342 FINISHED
Object Ogmore (Senedd constituency)
Ogmore (Senedd constituency) is a Welsh parliamentary constituency represented in the Senedd, covering largely post-industrial communities within Bridgend County Borough and surrounding areas.
 E446833 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: Ogmore (Senedd constituency) | Statement: [Bridgend County Borough, seneddConstituency, Ogmore (Senedd constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ogmore (Senedd constituency)
Context triple: [Bridgend County Borough, seneddConstituency, Ogmore (Senedd constituency)]
  • A. Ogmore (UK Parliament constituency)
    Ogmore (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering former coal-mining communities and valleys in south Wales.
  • B. Cynon Valley (Senedd constituency)
    Cynon Valley (Senedd constituency) is a Welsh parliamentary electoral area represented in the Senedd, covering part of Rhondda Cynon Taf in South Wales.
  • C. Blaenau Gwent (Senedd constituency)
    Blaenau Gwent (Senedd constituency) is a Welsh Parliament electoral area in southeast Wales that covers former coal-mining communities and industrial towns including Abertillery.
  • D. Ogmore Valley Community Council
    Ogmore Valley Community Council is the local elected body responsible for representing residents and managing community affairs and services within the Ogmore Valley area in Wales.
  • E. Neath (Senedd constituency)
    Neath (Senedd constituency) is an electoral area of the Senedd (Welsh Parliament) in South Wales, represented by a Member of the Senedd who serves communities including the town of Neath and its surrounding districts.
  • 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: Ogmore (Senedd constituency)
Triple: [Bridgend County Borough, seneddConstituency, Ogmore (Senedd constituency)]
Generated description
Ogmore (Senedd constituency) is a Welsh parliamentary constituency represented in the Senedd, covering largely post-industrial communities within Bridgend County Borough and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ogmore (Senedd constituency)
Target entity description: Ogmore (Senedd constituency) is a Welsh parliamentary constituency represented in the Senedd, covering largely post-industrial communities within Bridgend County Borough and surrounding areas.
  • A. Ogmore (UK Parliament constituency) chosen
    Ogmore (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering former coal-mining communities and valleys in south Wales.
  • B. Cynon Valley (Senedd constituency)
    Cynon Valley (Senedd constituency) is a Welsh parliamentary electoral area represented in the Senedd, covering part of Rhondda Cynon Taf in South Wales.
  • C. Blaenau Gwent (Senedd constituency)
    Blaenau Gwent (Senedd constituency) is a Welsh Parliament electoral area in southeast Wales that covers former coal-mining communities and industrial towns including Abertillery.
  • D. Ogmore Valley Community Council
    Ogmore Valley Community Council is the local elected body responsible for representing residents and managing community affairs and services within the Ogmore Valley area in Wales.
  • E. Neath (Senedd constituency)
    Neath (Senedd constituency) is an electoral area of the Senedd (Welsh Parliament) in South Wales, represented by a Member of the Senedd who serves communities including the town of Neath and its surrounding districts.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9901f2bc8190a4076f5947660df9 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c6cd93c8190ac197afda780ce78 completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14d4576488190a000f733ece39620 completed April 4, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69d14dda805c81908093eb146915fdda completed April 4, 2026, 5:43 p.m.
Created at: March 30, 2026, 8:01 p.m.