Triple

T16655137
Position Surface form Disambiguated ID Type / Status
Subject Gorseinon E404707 entity
Predicate hasAmenity P105 FINISHED
Object Gorseinon bus station
Gorseinon bus station is a local public transport hub in the town of Gorseinon, Wales, providing bus services that connect the area with surrounding communities.
 E1225891 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: Gorseinon bus station | Statement: [Gorseinon, hasAmenity, Gorseinon bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gorseinon bus station
Context triple: [Gorseinon, hasAmenity, Gorseinon bus station]
  • A. Govan bus station
    Govan bus station is a public transport hub in the Govan area of Glasgow, Scotland, providing local and regional bus services and interchange with the nearby subway.
  • B. Merthyr Tydfil bus station
    Merthyr Tydfil bus station is a public transport hub in Merthyr Tydfil, Wales, providing local and regional bus services and connections with the nearby railway station.
  • C. Newport bus station
    Newport bus station is the main public bus terminal serving the town of Newport on the Isle of Wight, England.
  • D. Swansea bus station
    Swansea bus station is the main bus interchange in Swansea, Wales, serving local and regional bus services and connecting the city with surrounding areas.
  • E. Stourbridge bus station
    Stourbridge bus station is the main public transport hub in Stourbridge, West Midlands, providing local and regional bus services and connections, including links to the nearby Stourbridge Town railway station.
  • 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: Gorseinon bus station
Triple: [Gorseinon, hasAmenity, Gorseinon bus station]
Generated description
Gorseinon bus station is a local public transport hub in the town of Gorseinon, Wales, providing bus services that connect the area with surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gorseinon bus station
Target entity description: Gorseinon bus station is a local public transport hub in the town of Gorseinon, Wales, providing bus services that connect the area with surrounding communities.
  • A. Govan bus station
    Govan bus station is a public transport hub in the Govan area of Glasgow, Scotland, providing local and regional bus services and interchange with the nearby subway.
  • B. Merthyr Tydfil bus station
    Merthyr Tydfil bus station is a public transport hub in Merthyr Tydfil, Wales, providing local and regional bus services and connections with the nearby railway station.
  • C. Newport bus station
    Newport bus station is the main public bus terminal serving the town of Newport on the Isle of Wight, England.
  • D. Swansea bus station
    Swansea bus station is the main bus interchange in Swansea, Wales, serving local and regional bus services and connecting the city with surrounding areas.
  • E. Stourbridge bus station
    Stourbridge bus station is the main public transport hub in Stourbridge, West Midlands, providing local and regional bus services and connections, including links to the nearby Stourbridge Town railway station.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bfa45d8819081bf8579a7160389 completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084c6bf8c81909b376875ae038e3f completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008558218c8190b0e72356ae52afd2 completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a008624706881909e9a265a37eeb3fc completed May 10, 2026, 1:20 p.m.
Created at: April 10, 2026, 5:18 a.m.