Triple

T3556747
Position Surface form Disambiguated ID Type / Status
Subject Leatherhead railway station E75236 entity
Predicate near P350 FINISHED
Object Leatherhead town centre
Leatherhead town centre is the main commercial and civic hub of the town of Leatherhead in Surrey, England, featuring shops, services, and local amenities.
 E362796 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: Leatherhead town centre | Statement: [Leatherhead railway station, near, Leatherhead town centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leatherhead town centre
Context triple: [Leatherhead railway station, near, Leatherhead town centre]
  • A. Leatherhead parish
    Leatherhead parish is an ecclesiastical and local community area centered on the town of Leatherhead in Surrey, England.
  • B. Swinton town centre
    Swinton town centre is the main commercial and civic hub of Swinton, featuring shops, services, and local amenities.
  • C. Leighton
    Leighton is a surname of English origin borne by various notable individuals across fields such as science, politics, and the arts.
  • D. Meadowhall Shopping Centre
    Meadowhall Shopping Centre is a large indoor retail and leisure complex in Sheffield, England, known as one of the UK’s major shopping destinations.
  • E. North Leigh
    North Leigh is a rural village in Oxfordshire, England, known for its historic church and nearby Roman villa remains.
  • 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: Leatherhead town centre
Triple: [Leatherhead railway station, near, Leatherhead town centre]
Generated description
Leatherhead town centre is the main commercial and civic hub of the town of Leatherhead in Surrey, England, featuring shops, services, and local amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leatherhead town centre
Target entity description: Leatherhead town centre is the main commercial and civic hub of the town of Leatherhead in Surrey, England, featuring shops, services, and local amenities.
  • A. Leatherhead parish chosen
    Leatherhead parish is an ecclesiastical and local community area centered on the town of Leatherhead in Surrey, England.
  • B. Swinton town centre
    Swinton town centre is the main commercial and civic hub of Swinton, featuring shops, services, and local amenities.
  • C. Leighton
    Leighton is a surname of English origin borne by various notable individuals across fields such as science, politics, and the arts.
  • D. Meadowhall Shopping Centre
    Meadowhall Shopping Centre is a large indoor retail and leisure complex in Sheffield, England, known as one of the UK’s major shopping destinations.
  • E. North Leigh
    North Leigh is a rural village in Oxfordshire, England, known for its historic church and nearby Roman villa remains.
  • F. None of above.

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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc057cc788190a6c4f3781f43abce completed March 8, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bf40dac8190837053dd315303af completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c6e70a88190805de417a8740d64 completed March 13, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69b38cd2c540819083d3188c2dea7283 completed March 13, 2026, 4:04 a.m.
Created at: March 8, 2026, 3:20 p.m.