Triple

T5065739
Position Surface form Disambiguated ID Type / Status
Subject Cadoxton E114138 entity
Predicate hasProximityTo P2064 FINISHED
Object Neath town centre
Neath town centre is the main commercial and social hub of the town of Neath in Neath Port Talbot, South Wales, featuring shops, services, and local amenities.
 E489970 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 town centre | Statement: [Cadoxton, hasProximityTo, Neath town centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neath town centre
Context triple: [Cadoxton, hasProximityTo, Neath town centre]
  • A. Neath North
    Neath North is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
  • B. Neath South
    Neath South is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
  • C. Neath railway station
    Neath railway station is a key passenger rail hub in Neath, Wales, providing regional and intercity services on the South Wales rail network.
  • D. 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.
  • E. Radyr
    Radyr is a suburban village and community on the outskirts of Cardiff, Wales, known for its residential character and proximity to the River Taff.
  • 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 town centre
Triple: [Cadoxton, hasProximityTo, Neath town centre]
Generated description
Neath town centre is the main commercial and social hub of the town of Neath in Neath Port Talbot, South Wales, featuring shops, services, and local amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neath town centre
Target entity description: Neath town centre is the main commercial and social hub of the town of Neath in Neath Port Talbot, South Wales, featuring shops, services, and local amenities.
  • A. Neath North
    Neath North is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
  • B. Neath South
    Neath South is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
  • C. Neath railway station
    Neath railway station is a key passenger rail hub in Neath, Wales, providing regional and intercity services on the South Wales rail network.
  • D. 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.
  • E. Radyr
    Radyr is a suburban village and community on the outskirts of Cardiff, Wales, known for its residential character and proximity to the River Taff.
  • 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd749aceac8190817278266308fd64 completed March 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea49d917081909ead17eed3f8af90 completed March 21, 2026, 2:01 p.m.
NEDg Description generation batch_69bea525d9088190b0b655687dd27630 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea594850881909cd683670b63a079 completed March 21, 2026, 2:05 p.m.
Created at: March 20, 2026, 1:38 p.m.