Triple

T7705854
Position Surface form Disambiguated ID Type / Status
Subject Carlby E174613 entity
Predicate constituencyWestminster P2710 FINISHED
Object Grantham and Stamford
Grantham and Stamford is a UK parliamentary constituency in Lincolnshire represented in the House of Commons.
 E689951 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: Grantham and Stamford | Statement: [Carlby, constituencyWestminster, Grantham and Stamford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grantham and Stamford
Context triple: [Carlby, constituencyWestminster, Grantham and Stamford]
  • A. Grantham
    Grantham is a market town in Lincolnshire, England, known historically as an important commercial and transport hub and as the birthplace of former Prime Minister Margaret Thatcher.
  • B. Stallingborough
    Stallingborough is a village and civil parish in North East Lincolnshire, England, known for its rural character and proximity to the Humber Estuary.
  • C. Atherstone‑on‑Stour
    Atherstone‑on‑Stour is a small village in Warwickshire, England, situated in a rural setting near the River Mease.
  • D. Atherstone
    Atherstone is a historic market town in Warwickshire, England, known for its traditional Shrove Tuesday ball game and its location between Nuneaton and Tamworth.
  • E. Sleaford
    Sleaford is a market town in Lincolnshire, England, known for its historic architecture and role as a local commercial and agricultural center.
  • 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: Grantham and Stamford
Triple: [Carlby, constituencyWestminster, Grantham and Stamford]
Generated description
Grantham and Stamford is a UK parliamentary constituency in Lincolnshire represented in the House of Commons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grantham and Stamford
Target entity description: Grantham and Stamford is a UK parliamentary constituency in Lincolnshire represented in the House of Commons.
  • A. Grantham
    Grantham is a market town in Lincolnshire, England, known historically as an important commercial and transport hub and as the birthplace of former Prime Minister Margaret Thatcher.
  • B. Stallingborough
    Stallingborough is a village and civil parish in North East Lincolnshire, England, known for its rural character and proximity to the Humber Estuary.
  • C. Atherstone‑on‑Stour
    Atherstone‑on‑Stour is a small village in Warwickshire, England, situated in a rural setting near the River Mease.
  • D. Atherstone
    Atherstone is a historic market town in Warwickshire, England, known for its traditional Shrove Tuesday ball game and its location between Nuneaton and Tamworth.
  • E. Sleaford
    Sleaford is a market town in Lincolnshire, England, known for its historic architecture and role as a local commercial and agricultural center.
  • 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_69c6995b3e8c8190833108f883d5f53c completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7028f17f0819081686ac146750d3a completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9162ec9ec8190bd48b23b2877ff34 completed March 29, 2026, 12:08 p.m.
NEDg Description generation batch_69c9173866308190918607a807a1212a completed March 29, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_69c917848f6c8190933917d7bfe4e016 completed March 29, 2026, 12:13 p.m.
Created at: March 27, 2026, 4:03 p.m.