Triple

T8064207
Position Surface form Disambiguated ID Type / Status
Subject Bargoed E188200 entity
Predicate nearbySettlement P350 FINISHED
Object Aberbargoed
Aberbargoed is a former coal-mining village in the Rhymney Valley of Caerphilly County Borough, South Wales, known for its industrial heritage and proximity to the town of Bargoed.
E731641 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: Aberbargoed | Statement: [Bargoed, nearbySettlement, Aberbargoed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aberbargoed
Context triple: [Bargoed, nearbySettlement, Aberbargoed]
  • A. Bargoed
    Bargoed is a former coal mining town in the Rhymney Valley of south Wales that developed rapidly during the industrial era.
  • B. Aberaeron
    Aberaeron is a picturesque seaside town in west Wales, known for its colorful Georgian architecture and small harbor on Cardigan Bay.
  • C. Abergynolwyn
    Abergynolwyn is a village in Gwynedd, Wales, known for its historic association with slate quarrying and its station on the narrow-gauge Talyllyn Railway.
  • D. Brycheiniog
    Brycheiniog was an early medieval Welsh kingdom located in what is now Brecknockshire in south-central Wales.
  • E. Penclawdd
    Penclawdd is a coastal village on the Gower Peninsula in South Wales, historically known for its cockle industry and views over the Loughor Estuary.
  • 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: Aberbargoed
Triple: [Bargoed, nearbySettlement, Aberbargoed]
Generated description
Aberbargoed is a former coal-mining village in the Rhymney Valley of Caerphilly County Borough, South Wales, known for its industrial heritage and proximity to the town of Bargoed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aberbargoed
Target entity description: Aberbargoed is a former coal-mining village in the Rhymney Valley of Caerphilly County Borough, South Wales, known for its industrial heritage and proximity to the town of Bargoed.
  • A. Bargoed
    Bargoed is a former coal mining town in the Rhymney Valley of south Wales that developed rapidly during the industrial era.
  • B. Aberaeron
    Aberaeron is a picturesque seaside town in west Wales, known for its colorful Georgian architecture and small harbor on Cardigan Bay.
  • C. Abergynolwyn
    Abergynolwyn is a village in Gwynedd, Wales, known for its historic association with slate quarrying and its station on the narrow-gauge Talyllyn Railway.
  • D. Brycheiniog
    Brycheiniog was an early medieval Welsh kingdom located in what is now Brecknockshire in south-central Wales.
  • E. Penclawdd
    Penclawdd is a coastal village on the Gower Peninsula in South Wales, historically known for its cockle industry and views over the Loughor Estuary.
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fd07fd08190a3b61cb3369ee6a6 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce020086788190be74e8e97d87013d completed April 2, 2026, 5:43 a.m.
NEDg Description generation batch_69ce064211e48190b558d4355be659ba completed April 2, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69ce07a390048190ac26a7e3d3d561e0 completed April 2, 2026, 6:07 a.m.
Created at: March 30, 2026, 5:26 p.m.