Triple

T979890
Position Surface form Disambiguated ID Type / Status
Subject Caerphilly County Borough E21142 entity
Predicate hasSettlement P1068 FINISHED
Object Bargoed
Bargoed is a former coal mining town in the Rhymney Valley of south Wales that developed rapidly during the industrial era.
E188200 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: Bargoed | Statement: [Caerphilly County Borough, hasSettlement, Bargoed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bargoed
Context triple: [Caerphilly County Borough, hasSettlement, Bargoed]
  • A. Blaengwrach
    Blaengwrach is a small village and community in the Neath Valley of South Wales, known for its scenic surroundings and former coal mining heritage.
  • B. Hirwaun
    Hirwaun is a village in South Wales situated at the edge of the Brecon Beacons, historically known for its coal mining and ironworks.
  • C. Bryncoch
    Bryncoch is a suburban village in South Wales situated just north of Neath within the county borough of Neath Port Talbot.
  • D. Codnor
    Codnor is a village in the Amber Valley district of Derbyshire, England, known historically for coal mining and its nearby medieval castle remains.
  • E. Blaengwynfi
    Blaengwynfi is a small former coal-mining village in South Wales, situated in the Afan Valley and now known for its surrounding forestry and outdoor recreation.
  • 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: Bargoed
Triple: [Caerphilly County Borough, hasSettlement, Bargoed]
Generated description
Bargoed is a former coal mining town in the Rhymney Valley of south Wales that developed rapidly during the industrial era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bargoed
Target entity description: Bargoed is a former coal mining town in the Rhymney Valley of south Wales that developed rapidly during the industrial era.
  • A. Blaengwrach
    Blaengwrach is a small village and community in the Neath Valley of South Wales, known for its scenic surroundings and former coal mining heritage.
  • B. Hirwaun
    Hirwaun is a village in South Wales situated at the edge of the Brecon Beacons, historically known for its coal mining and ironworks.
  • C. Bryncoch
    Bryncoch is a suburban village in South Wales situated just north of Neath within the county borough of Neath Port Talbot.
  • D. Codnor
    Codnor is a village in the Amber Valley district of Derbyshire, England, known historically for coal mining and its nearby medieval castle remains.
  • E. Blaengwynfi
    Blaengwynfi is a small former coal-mining village in South Wales, situated in the Afan Valley and now known for its surrounding forestry and outdoor recreation.
  • 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_69a493c2b62c8190b616351789ec47f8 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b47b58ec81908d95f151b9af3dae completed March 1, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad67f0651881909314e8761a7a7a5b completed March 8, 2026, 12:13 p.m.
NEDg Description generation batch_69ad6918ebd4819085cd74c172e5c72e completed March 8, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69ad697d0edc8190b94e61b57f0c65ee completed March 8, 2026, 12:20 p.m.
Created at: March 1, 2026, 7:40 p.m.