Triple

T1234298
Position Surface form Disambiguated ID Type / Status
Subject South Wales Valleys E26510 entity
Predicate hasValley P650 FINISHED
Object Llynfi Valley
Llynfi Valley is a Welsh valley community in the historic coal-mining region of the South Wales Valleys.
 E162446 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: Llynfi Valley | Statement: [South Wales Valleys, hasValley, Llynfi Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Llynfi Valley
Context triple: [South Wales Valleys, hasValley, Llynfi Valley]
  • A. 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.
  • B. 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.
  • C. Llangollen Vale
    Llangollen Vale is a poetic work by 18th-century English writer Anna Seward, celebrated for its romantic depiction of the Welsh landscape and female friendship.
  • D. Sirhowy Valley
    Sirhowy Valley is a historic, post-industrial valley in south Wales known for its former coal mining communities and scenic, rugged landscape.
  • E. 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.
  • 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: Llynfi Valley
Triple: [South Wales Valleys, hasValley, Llynfi Valley]
Generated description
Llynfi Valley is a Welsh valley community in the historic coal-mining region of the South Wales Valleys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Llynfi Valley
Target entity description: Llynfi Valley is a Welsh valley community in the historic coal-mining region of the South Wales Valleys.
  • A. 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.
  • B. 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.
  • C. Llangollen Vale
    Llangollen Vale is a poetic work by 18th-century English writer Anna Seward, celebrated for its romantic depiction of the Welsh landscape and female friendship.
  • D. Sirhowy Valley
    Sirhowy Valley is a historic, post-industrial valley in south Wales known for its former coal mining communities and scenic, rugged landscape.
  • E. 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.
  • 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_69ace55382c88190b838478f3c178c2d completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace5fb515081908acadef0303b8f6e completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace9ba4b3481908d03636d8f72d04c completed March 8, 2026, 3:15 a.m.
Created at: March 1, 2026, 7:47 p.m.