Triple

T5287743
Position Surface form Disambiguated ID Type / Status
Subject Hamilton, South Lanarkshire E119662 entity
Predicate parliamentaryConstituencyScotland P2710 FINISHED
Object Hamilton, Larkhall and Stonehouse
Hamilton, Larkhall and Stonehouse is a Scottish Parliament constituency covering the towns of Hamilton, Larkhall and Stonehouse in South Lanarkshire.
E508015 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: Hamilton, Larkhall and Stonehouse | Statement: [Hamilton, South Lanarkshire, parliamentaryConstituencyScotland, Hamilton, Larkhall and Stonehouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton, Larkhall and Stonehouse
Context triple: [Hamilton, South Lanarkshire, parliamentaryConstituencyScotland, Hamilton, Larkhall and Stonehouse]
  • A. Larkhall
    Larkhall is a small town in central Scotland known historically for its mining and industrial heritage.
  • B. Larkhall
    Larkhall is a district and electoral ward in the London Borough of Lambeth, known for its residential streets, local parks, and proximity to central London.
  • C. Hamilton, South Lanarkshire
    Hamilton, South Lanarkshire is a large town in west-central Scotland that serves as the administrative centre of South Lanarkshire and has historic ties to the noble title of the Duke of Hamilton.
  • D. Barholm and Stowe
    Barholm and Stowe is a small civil parish and rural community in the South Kesteven district of Lincolnshire, England.
  • E. Motherwell and Wishaw
    Motherwell and Wishaw is a Scottish parliamentary constituency in North Lanarkshire, centered on the towns of Motherwell and Wishaw in the Central Belt of Scotland.
  • 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: Hamilton, Larkhall and Stonehouse
Triple: [Hamilton, South Lanarkshire, parliamentaryConstituencyScotland, Hamilton, Larkhall and Stonehouse]
Generated description
Hamilton, Larkhall and Stonehouse is a Scottish Parliament constituency covering the towns of Hamilton, Larkhall and Stonehouse in South Lanarkshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamilton, Larkhall and Stonehouse
Target entity description: Hamilton, Larkhall and Stonehouse is a Scottish Parliament constituency covering the towns of Hamilton, Larkhall and Stonehouse in South Lanarkshire.
  • A. Larkhall
    Larkhall is a small town in central Scotland known historically for its mining and industrial heritage.
  • B. Larkhall
    Larkhall is a district and electoral ward in the London Borough of Lambeth, known for its residential streets, local parks, and proximity to central London.
  • C. Hamilton, South Lanarkshire
    Hamilton, South Lanarkshire is a large town in west-central Scotland that serves as the administrative centre of South Lanarkshire and has historic ties to the noble title of the Duke of Hamilton.
  • D. Barholm and Stowe
    Barholm and Stowe is a small civil parish and rural community in the South Kesteven district of Lincolnshire, England.
  • E. Motherwell and Wishaw
    Motherwell and Wishaw is a Scottish parliamentary constituency in North Lanarkshire, centered on the towns of Motherwell and Wishaw in the Central Belt of Scotland.
  • 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84db300c8190a63ac51552f0e9a6 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06ecf4748190ab2bdd672f4ab14d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf090aa7c88190a66694cec6d6a370 completed March 21, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69bf09d3b8148190b79bdf3cb77000b4 completed March 21, 2026, 9:12 p.m.
Created at: March 20, 2026, 1:52 p.m.