Triple

T20313504
Position Surface form Disambiguated ID Type / Status
Subject Higher Mill E510315 entity
Predicate nearby P350 FINISHED
Object Helmshore railway station (former)
Helmshore railway station (former) was a disused railway station in Lancashire, England, that once served the village of Helmshore on the line between Bury and Bacup.
 E1424272 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: Helmshore railway station (former) | Statement: [Higher Mill, nearby, Helmshore railway station (former)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helmshore railway station (former)
Context triple: [Higher Mill, nearby, Helmshore railway station (former)]
  • A. Hale railway station
    Hale railway station is a suburban rail stop in Hale, Greater Manchester, England, providing local and regional passenger services on the Mid-Cheshire Line.
  • B. Holmwood railway station
    Holmwood railway station is a small rural stop on the Mole Valley Line in Surrey, England, serving the village of Holmwood and surrounding areas.
  • C. Seaholme railway station
    Seaholme railway station is a suburban train station serving the coastal suburb of Seaholme in Melbourne’s western area.
  • D. Shenstone railway station
    Shenstone railway station is a small commuter rail stop in Staffordshire, England, serving the village of Shenstone with regular regional services.
  • E. Haltwhistle railway station
    Haltwhistle railway station is a small rural station in Northumberland, England, serving the town of Haltwhistle on the route between Newcastle and Carlisle.
  • 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: Helmshore railway station (former)
Triple: [Higher Mill, nearby, Helmshore railway station (former)]
Generated description
Helmshore railway station (former) was a disused railway station in Lancashire, England, that once served the village of Helmshore on the line between Bury and Bacup.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helmshore railway station (former)
Target entity description: Helmshore railway station (former) was a disused railway station in Lancashire, England, that once served the village of Helmshore on the line between Bury and Bacup.
  • A. Hale railway station
    Hale railway station is a suburban rail stop in Hale, Greater Manchester, England, providing local and regional passenger services on the Mid-Cheshire Line.
  • B. Holmwood railway station
    Holmwood railway station is a small rural stop on the Mole Valley Line in Surrey, England, serving the village of Holmwood and surrounding areas.
  • C. Seaholme railway station
    Seaholme railway station is a suburban train station serving the coastal suburb of Seaholme in Melbourne’s western area.
  • D. Shenstone railway station
    Shenstone railway station is a small commuter rail stop in Staffordshire, England, serving the village of Shenstone with regular regional services.
  • E. Haltwhistle railway station
    Haltwhistle railway station is a small rural station in Northumberland, England, serving the town of Haltwhistle on the route between Newcastle and Carlisle.
  • 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_69e0b4c7491c8190961113c4283b10b0 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e67745e2448190b5611382fe338bb2 completed April 20, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08612293088190a06e4d22cca8a285 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a086255182881908eeaa49d34bf3ba5 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08635869148190992d75a8806f767c completed May 16, 2026, 12:30 p.m.
Created at: April 16, 2026, 11:19 a.m.