Triple

T7381636
Position Surface form Disambiguated ID Type / Status
Subject Blaengwrach E170268 entity
Predicate partOf P40 FINISHED
Object Neath Valley
Neath Valley is a region in Neath Port Talbot, South Wales, known for its post-industrial communities, scenic river valley landscape, and proximity to the Brecon Beacons.
 E24620 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: Neath Valley | Statement: [Blaengwrach, partOf, Neath Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neath Valley
Context triple: [Blaengwrach, partOf, Neath Valley]
  • A. Neath
    Neath is a historic industrial and market town in South Wales, known for its Roman and medieval heritage and its role in the coal and steel industries.
  • B. Dyfi Valley
    Dyfi Valley is a scenic river valley in mid Wales known for its rich biodiversity, cultural heritage, and designation as a UNESCO Biosphere Reserve.
  • C. River Taff
    The River Taff is a major river in South Wales that flows through Merthyr Tydfil and Cardiff before reaching the Bristol Channel.
  • D. Ogmore Valley
    Ogmore Valley is a historic former coal-mining valley and community in the county borough of Bridgend in South Wales.
  • E. Rhymney River
    The Rhymney River is a river in South Wales that flows through the city of Cardiff before reaching the Bristol Channel.
  • 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: Neath Valley
Triple: [Blaengwrach, partOf, Neath Valley]
Generated description
Neath Valley is a region in Neath Port Talbot, South Wales, known for its post-industrial communities, scenic river valley landscape, and proximity to the Brecon Beacons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neath Valley
Target entity description: Neath Valley is a region in Neath Port Talbot, South Wales, known for its post-industrial communities, scenic river valley landscape, and proximity to the Brecon Beacons.
  • A. Neath chosen
    Neath is a historic industrial and market town in South Wales, known for its Roman and medieval heritage and its role in the coal and steel industries.
  • B. Dyfi Valley
    Dyfi Valley is a scenic river valley in mid Wales known for its rich biodiversity, cultural heritage, and designation as a UNESCO Biosphere Reserve.
  • C. River Taff
    The River Taff is a major river in South Wales that flows through Merthyr Tydfil and Cardiff before reaching the Bristol Channel.
  • D. Ogmore Valley
    Ogmore Valley is a historic former coal-mining valley and community in the county borough of Bridgend in South Wales.
  • E. Rhymney River
    The Rhymney River is a river in South Wales that flows through the city of Cardiff before reaching the Bristol Channel.
  • 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_69c68a5d0ed08190b6d361e68f813330 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1c7b5bc81908afa2bf39159979b completed March 27, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c911608d408190b149c7c56931a18d completed March 29, 2026, 11:47 a.m.
NEDg Description generation batch_69c911f4a0b0819099a9dbdceeeddd78 completed March 29, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c912579c108190befbbfd5740bfd83 completed March 29, 2026, 11:51 a.m.
Created at: March 27, 2026, 3:08 p.m.