Triple

T254465
Position Surface form Disambiguated ID Type / Status
Subject Dunfermline Carnegie Library E5407 entity
Predicate architect P184 FINISHED
Object James Campbell Walker
James Campbell Walker was a 19th-century Scottish architect known for designing notable public buildings, including several Carnegie libraries.
 E78927 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: James Campbell Walker | Statement: [Dunfermline Carnegie Library, architect, James Campbell Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Campbell Walker
Context triple: [Dunfermline Carnegie Library, architect, James Campbell Walker]
  • A. Randall Woodfin
    Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
  • B. James T. Sutherland
    James T. Sutherland was a prominent Canadian hockey executive and historian who played a key role in organizing and promoting the sport, including helping to establish the Hockey Hall of Fame.
  • C. Arthur C. Walker Jr.
    Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • D. James Rogers
    James Rogers is a common personal name shared by numerous individuals across various fields, including politics, academia, sports, and the arts.
  • E. John Pitt
    John Pitt was a British politician and member of the influential Pitt family, active in public life during the 18th century.
  • 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: James Campbell Walker
Triple: [Dunfermline Carnegie Library, architect, James Campbell Walker]
Generated description
James Campbell Walker was a 19th-century Scottish architect known for designing notable public buildings, including several Carnegie libraries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Campbell Walker
Target entity description: James Campbell Walker was a 19th-century Scottish architect known for designing notable public buildings, including several Carnegie libraries.
  • A. Randall Woodfin
    Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
  • B. James T. Sutherland
    James T. Sutherland was a prominent Canadian hockey executive and historian who played a key role in organizing and promoting the sport, including helping to establish the Hockey Hall of Fame.
  • C. Arthur C. Walker Jr.
    Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • D. James Rogers
    James Rogers is a common personal name shared by numerous individuals across various fields, including politics, academia, sports, and the arts.
  • E. John Pitt
    John Pitt was a British politician and member of the influential Pitt family, active in public life during the 18th century.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d548cac819081b1636b2a057c62 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a5692e9f248190945be16aac260038 completed March 2, 2026, 10:40 a.m.
NEDg Description generation batch_69a56ae958f481909b097848ef1d9b5d completed March 2, 2026, 10:48 a.m.
NED2 Entity disambiguation (via description) batch_69a56b86d684819080c398847af0551b completed March 2, 2026, 10:50 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.