Triple

T14563353
Position Surface form Disambiguated ID Type / Status
Subject Hale railway station E341720 entity
Predicate nearbyStation P4625 FINISHED
Object Ashley railway station
Ashley railway station is a small rural railway stop in Cheshire, England, serving the village of Ashley on the Mid-Cheshire Line.
 E1107204 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: Ashley railway station | Statement: [Hale railway station, nearbyStation, Ashley railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashley railway station
Context triple: [Hale railway station, nearbyStation, Ashley railway station]
  • A. Mountain Ash railway station
    Mountain Ash railway station is a local passenger rail stop serving the town of Mountain Ash in Rhondda Cynon Taf, Wales.
  • B. Ashfield railway station
    Ashfield railway station is a major suburban train station in Sydney, Australia, serving the Inner West and surrounding areas on the Sydney Trains network.
  • C. Apsley railway station
    Apsley railway station is a suburban train station in Hertfordshire, England, serving the village of Apsley and providing commuter services on the West Coast Main Line.
  • D. Ashurst railway station
    Ashurst railway station is a small rural stop in Kent, England, serving the village of Ashurst with regional rail services to London and surrounding areas.
  • E. Ashby station
    Ashby station is a Bay Area Rapid Transit (BART) station in Berkeley, California, serving as a local transit hub on the system’s Richmond branch.
  • 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: Ashley railway station
Triple: [Hale railway station, nearbyStation, Ashley railway station]
Generated description
Ashley railway station is a small rural railway stop in Cheshire, England, serving the village of Ashley on the Mid-Cheshire Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashley railway station
Target entity description: Ashley railway station is a small rural railway stop in Cheshire, England, serving the village of Ashley on the Mid-Cheshire Line.
  • A. Mountain Ash railway station
    Mountain Ash railway station is a local passenger rail stop serving the town of Mountain Ash in Rhondda Cynon Taf, Wales.
  • B. Ashfield railway station
    Ashfield railway station is a major suburban train station in Sydney, Australia, serving the Inner West and surrounding areas on the Sydney Trains network.
  • C. Apsley railway station
    Apsley railway station is a suburban train station in Hertfordshire, England, serving the village of Apsley and providing commuter services on the West Coast Main Line.
  • D. Ashurst railway station
    Ashurst railway station is a small rural stop in Kent, England, serving the village of Ashurst with regional rail services to London and surrounding areas.
  • E. Ashby station
    Ashby station is a Bay Area Rapid Transit (BART) station in Berkeley, California, serving as a local transit hub on the system’s Richmond branch.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38afa8881909c9151b7620949ae completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac485688190a2917251a7c8721a completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8d0701208190917a0a4f5e493586 completed May 8, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69fd8da450108190b1ed174db5f100c4 completed May 8, 2026, 7:15 a.m.
Created at: April 10, 2026, 1:23 a.m.