Triple

T951681
Position Surface form Disambiguated ID Type / Status
Subject Neath Port Talbot E20536 entity
Predicate contains P35 FINISHED
Object Vale of Neath
The Vale of Neath is a scenic valley in South Wales known for its waterfalls, lush landscapes, and industrial heritage linked to coal mining and ironworks.
 E161278 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: Vale of Neath | Statement: [Neath Port Talbot, contains, Vale of Neath]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vale of Neath
Context triple: [Neath Port Talbot, contains, Vale of Neath]
  • A. Treorchy
    Treorchy is a former coal-mining town and community in the Rhondda Fawr valley of South Wales, known for its cultural heritage and male voice choir.
  • 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. Rhymney Valley
    Rhymney Valley is a historic coal-mining valley in south Wales, known for its industrial heritage and communities along the River Rhymney.
  • D. Pencoed
    Pencoed is a small town in south Wales, situated near Bridgend and known primarily as a residential and commuter community.
  • E. Glynneath
    Glynneath is a small town in South Wales known for its proximity to the Brecon Beacons and local waterfalls such as Sgwd yr Eira.
  • 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: Vale of Neath
Triple: [Neath Port Talbot, contains, Vale of Neath]
Generated description
The Vale of Neath is a scenic valley in South Wales known for its waterfalls, lush landscapes, and industrial heritage linked to coal mining and ironworks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vale of Neath
Target entity description: The Vale of Neath is a scenic valley in South Wales known for its waterfalls, lush landscapes, and industrial heritage linked to coal mining and ironworks.
  • A. Treorchy
    Treorchy is a former coal-mining town and community in the Rhondda Fawr valley of South Wales, known for its cultural heritage and male voice choir.
  • 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. Rhymney Valley
    Rhymney Valley is a historic coal-mining valley in south Wales, known for its industrial heritage and communities along the River Rhymney.
  • D. Pencoed
    Pencoed is a small town in south Wales, situated near Bridgend and known primarily as a residential and commuter community.
  • E. Glynneath chosen
    Glynneath is a small town in South Wales known for its proximity to the Brecon Beacons and local waterfalls such as Sgwd yr Eira.
  • 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_69a493b0f2fc81908cd227480a5356a1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3d757d08190a475cf47febd05ae completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e5948bc819085b3a68784e520c5 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0edd84e4819081a23828e69cd9a1 completed March 8, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f90cdec81908a981e12184cdd75 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 7:40 p.m.