Triple

T9569827
Position Surface form Disambiguated ID Type / Status
Subject Craigmillar E230885 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Bingham
Bingham is a residential suburb in the east of Edinburgh, Scotland, known for its post-war housing and proximity to major transport routes.
 E806865 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: Bingham | Statement: [Craigmillar, hasNeighbourhood, Bingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bingham
Context triple: [Craigmillar, hasNeighbourhood, Bingham]
  • A. Bingham
    Bingham is a surname most notably associated with the 19th-century American painter George Caleb Bingham.
  • B. Bingham
    Bingham is a small market town in Nottinghamshire, England, known for its historic center and role as a local commercial and residential hub.
  • C. Ellnora
    Ellnora is a feminine given name most notably borne by American philanthropist Ellnora Decker Krannert, a major benefactor of arts and education.
  • D. Wauchope
    Wauchope is a rural town in New South Wales, Australia, known as a gateway to the hinterland near Port Macquarie and the surrounding Mid North Coast region.
  • E. Howden
    Howden is a historic market town in the East Riding of Yorkshire, England, known for its medieval Minster and traditional town centre.
  • 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: Bingham
Triple: [Craigmillar, hasNeighbourhood, Bingham]
Generated description
Bingham is a residential suburb in the east of Edinburgh, Scotland, known for its post-war housing and proximity to major transport routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bingham
Target entity description: Bingham is a residential suburb in the east of Edinburgh, Scotland, known for its post-war housing and proximity to major transport routes.
  • A. Bingham
    Bingham is a surname most notably associated with the 19th-century American painter George Caleb Bingham.
  • B. Bingham
    Bingham is a small market town in Nottinghamshire, England, known for its historic center and role as a local commercial and residential hub.
  • C. Ellnora
    Ellnora is a feminine given name most notably borne by American philanthropist Ellnora Decker Krannert, a major benefactor of arts and education.
  • D. Wauchope
    Wauchope is a rural town in New South Wales, Australia, known as a gateway to the hinterland near Port Macquarie and the surrounding Mid North Coast region.
  • E. Howden
    Howden is a historic market town in the East Riding of Yorkshire, England, known for its medieval Minster and traditional town centre.
  • 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_69ca847f22188190a56e4a97625bef22 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd998940c881909f9025512cf72fe9 completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152b5b40c81909a84e34a944abfd0 completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d153c26b8481908298b32918666562 completed April 4, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69d15445e7a88190accd19c53a6170bb completed April 4, 2026, 6:11 p.m.
Created at: March 30, 2026, 8:04 p.m.