Triple

T7218874
Position Surface form Disambiguated ID Type / Status
Subject Nerston Industrial Estate E150204 entity
Predicate near P350 FINISHED
Object Nerston
Nerston is a locality in South Lanarkshire, Scotland, known primarily as a residential area with nearby industrial and commercial facilities.
 E649651 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: Nerston | Statement: [Nerston Industrial Estate, near, Nerston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nerston
Context triple: [Nerston Industrial Estate, near, Nerston]
  • A. Royston
    Royston is a historic market town in Hertfordshire, England, known for the mysterious medieval Royston Cave and its position at the crossroads of ancient routes.
  • B. Narborough
    Narborough is a village in Leicestershire, England, known as a suburban commuter settlement near Leicester with historical roots and local amenities.
  • C. Narborough
    Narborough is a village in the English county of Norfolk, known for its rural setting and historic parish character.
  • D. Nuthurst
    Nuthurst is a rural village and civil parish in West Sussex, England, situated within the Horsham District.
  • E. Tuncester
    Tuncester is a small locality situated within the Mid North Coast region of New South Wales, Australia.
  • 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: Nerston
Triple: [Nerston Industrial Estate, near, Nerston]
Generated description
Nerston is a locality in South Lanarkshire, Scotland, known primarily as a residential area with nearby industrial and commercial facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nerston
Target entity description: Nerston is a locality in South Lanarkshire, Scotland, known primarily as a residential area with nearby industrial and commercial facilities.
  • A. Royston
    Royston is a historic market town in Hertfordshire, England, known for the mysterious medieval Royston Cave and its position at the crossroads of ancient routes.
  • B. Narborough
    Narborough is a village in Leicestershire, England, known as a suburban commuter settlement near Leicester with historical roots and local amenities.
  • C. Narborough
    Narborough is a village in the English county of Norfolk, known for its rural setting and historic parish character.
  • D. Nuthurst
    Nuthurst is a rural village and civil parish in West Sussex, England, situated within the Horsham District.
  • E. Tuncester
    Tuncester is a small locality situated within the Mid North Coast region of New South Wales, Australia.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b045c48190b27b2d6f7c11026f completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc014fb88190818e12b7abe90c0a completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7ccf3cd4c8190babc9e0e6b9f4371 completed March 28, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd5cedd88190b72df89b068c4483 completed March 28, 2026, 12:45 p.m.
Created at: March 27, 2026, 2:53 p.m.