Triple

T20913955
Position Surface form Disambiguated ID Type / Status
Subject Hope railway station E515021 entity
Predicate hasNearby P350 FINISHED
Object Cement works sidings (Hope Valley)
Cement works sidings (Hope Valley) are a set of railway sidings near Hope in Derbyshire, England, primarily serving the local cement works for freight operations.
 E1456397 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: Cement works sidings (Hope Valley) | Statement: [Hope railway station, hasNearby, Cement works sidings (Hope Valley)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cement works sidings (Hope Valley)
Context triple: [Hope railway station, hasNearby, Cement works sidings (Hope Valley)]
  • A. Furnace Sidings
    Furnace Sidings is a heritage railway station in Wales that serves as a key terminus and visitor hub on the preserved Pontypool and Blaenavon Railway.
  • B. Upfield sidings
    Upfield sidings is a railway stabling and maintenance facility located near the terminus of Melbourne’s Upfield suburban train line.
  • C. Furnace Sidings depot
    Furnace Sidings depot is a heritage railway maintenance and storage facility serving the Pontypool and Blaenavon Railway in South Wales.
  • D. Inchicore railway works
    Inchicore railway works is a major historic railway engineering and maintenance facility in Dublin, Ireland, long serving as the principal workshop for the country’s rail network.
  • E. Sawley railway junction
    Sawley railway junction is a former railway junction in Derbyshire, England, that historically connected key lines serving the village of Sawley and the surrounding area.
  • 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: Cement works sidings (Hope Valley)
Triple: [Hope railway station, hasNearby, Cement works sidings (Hope Valley)]
Generated description
Cement works sidings (Hope Valley) are a set of railway sidings near Hope in Derbyshire, England, primarily serving the local cement works for freight operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cement works sidings (Hope Valley)
Target entity description: Cement works sidings (Hope Valley) are a set of railway sidings near Hope in Derbyshire, England, primarily serving the local cement works for freight operations.
  • A. Furnace Sidings
    Furnace Sidings is a heritage railway station in Wales that serves as a key terminus and visitor hub on the preserved Pontypool and Blaenavon Railway.
  • B. Upfield sidings
    Upfield sidings is a railway stabling and maintenance facility located near the terminus of Melbourne’s Upfield suburban train line.
  • C. Furnace Sidings depot
    Furnace Sidings depot is a heritage railway maintenance and storage facility serving the Pontypool and Blaenavon Railway in South Wales.
  • D. Inchicore railway works
    Inchicore railway works is a major historic railway engineering and maintenance facility in Dublin, Ireland, long serving as the principal workshop for the country’s rail network.
  • E. Sawley railway junction
    Sawley railway junction is a former railway junction in Derbyshire, England, that historically connected key lines serving the village of Sawley and the surrounding area.
  • 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_69e0b4f9d5ec8190bb2bd27350ed341c completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6ec61a6ec81908d9e0629438d27c9 completed April 21, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918de5fd08190a5138fdc10898c4f completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a091993208c81908fa52d9df76bc3e4 completed May 17, 2026, 1:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0919f58008819097e05a187ed4b3de completed May 17, 2026, 1:29 a.m.
Created at: April 16, 2026, 12:48 p.m.