Triple

T1234295
Position Surface form Disambiguated ID Type / Status
Subject South Wales Valleys E26510 entity
Predicate hasValley P650 FINISHED
Object Taff Valley
Taff Valley is a river valley in South Wales shaped by the River Taff, encompassing a mix of former coal-mining communities and urban areas such as parts of Cardiff and Pontypridd.
 E156288 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: Taff Valley | Statement: [South Wales Valleys, hasValley, Taff Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taff Valley
Context triple: [South Wales Valleys, hasValley, Taff Valley]
  • A. Sirhowy Valley
    Sirhowy Valley is a historic, post-industrial valley in south Wales known for its former coal mining communities and scenic, rugged landscape.
  • B. Teifi Valley
    Teifi Valley is a scenic river valley in West Wales known for its rural landscapes, historic market towns, and rich Welsh cultural heritage.
  • C. Calder Valley
    Calder Valley is a scenic valley in West Yorkshire, England, known for its steep hills, historic mill towns, and the River Calder running through it.
  • D. Ebbw Valley
    Ebbw Valley is a river valley in southeast Wales known for its industrial heritage and communities that developed around coal mining and steel production.
  • E. Rhymney Valley
    Rhymney Valley is a historic coal-mining valley in south Wales, known for its industrial heritage and communities along the River Rhymney.
  • 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: Taff Valley
Triple: [South Wales Valleys, hasValley, Taff Valley]
Generated description
Taff Valley is a river valley in South Wales shaped by the River Taff, encompassing a mix of former coal-mining communities and urban areas such as parts of Cardiff and Pontypridd.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taff Valley
Target entity description: Taff Valley is a river valley in South Wales shaped by the River Taff, encompassing a mix of former coal-mining communities and urban areas such as parts of Cardiff and Pontypridd.
  • A. Sirhowy Valley
    Sirhowy Valley is a historic, post-industrial valley in south Wales known for its former coal mining communities and scenic, rugged landscape.
  • B. Teifi Valley
    Teifi Valley is a scenic river valley in West Wales known for its rural landscapes, historic market towns, and rich Welsh cultural heritage.
  • C. Calder Valley
    Calder Valley is a scenic valley in West Yorkshire, England, known for its steep hills, historic mill towns, and the River Calder running through it.
  • D. Ebbw Valley
    Ebbw Valley is a river valley in southeast Wales known for its industrial heritage and communities that developed around coal mining and steel production.
  • E. Rhymney Valley
    Rhymney Valley is a historic coal-mining valley in south Wales, known for its industrial heritage and communities along the River Rhymney.
  • 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_69a4948571c88190a9191e451e6035fd completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be5d16ec819088056167c88d3318 completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce5bdd248190a66551c814dcfac4 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69acceda83f08190b191c0c1432108b0 completed March 8, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69accfc65c008190affa13bee507bf6e completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:47 p.m.