Triple

T12080306
Position Surface form Disambiguated ID Type / Status
Subject Mackenzie District E287658 entity
Predicate namedAfter P63 FINISHED
Object James Mackenzie
James Mackenzie was a 19th-century Scottish-born New Zealand sheep rustler and folk hero whose exploits led to the naming of the Mackenzie District.
 E976939 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 Mackenzie | Statement: [Mackenzie District, namedAfter, James Mackenzie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Mackenzie
Context triple: [Mackenzie District, namedAfter, James Mackenzie]
  • A. William Mackenzie
    William Mackenzie was a prominent Canadian railway entrepreneur and financier best known for co-founding and expanding the Canadian Northern Railway in the late 19th and early 20th centuries.
  • B. William Mackenzie
    William Mackenzie is a Canadian businessman best known as a co-founder of the global alternative asset management firm Brookfield Asset Management.
  • C. John Mackenzie
    John Mackenzie was a Scottish film and television director best known for his gritty British crime drama "The Long Good Friday" (1980).
  • D. John Hutton
    John Hutton is a British Labour politician who held several senior cabinet posts, including roles overseeing business and economic policy, during the 2000s.
  • E. John Hutton
    John Hutton was a renowned New Zealand-born glass engraver best known for his monumental architectural glass works, including the Great West Screen of Coventry Cathedral.
  • 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 Mackenzie
Triple: [Mackenzie District, namedAfter, James Mackenzie]
Generated description
James Mackenzie was a 19th-century Scottish-born New Zealand sheep rustler and folk hero whose exploits led to the naming of the Mackenzie District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Mackenzie
Target entity description: James Mackenzie was a 19th-century Scottish-born New Zealand sheep rustler and folk hero whose exploits led to the naming of the Mackenzie District.
  • A. William Mackenzie
    William Mackenzie was a prominent Canadian railway entrepreneur and financier best known for co-founding and expanding the Canadian Northern Railway in the late 19th and early 20th centuries.
  • B. William Mackenzie
    William Mackenzie is a Canadian businessman best known as a co-founder of the global alternative asset management firm Brookfield Asset Management.
  • C. John Mackenzie
    John Mackenzie was a Scottish film and television director best known for his gritty British crime drama "The Long Good Friday" (1980).
  • D. John Hutton
    John Hutton is a British Labour politician who held several senior cabinet posts, including roles overseeing business and economic policy, during the 2000s.
  • E. John Hutton
    John Hutton was a renowned New Zealand-born glass engraver best known for his monumental architectural glass works, including the Great West Screen of Coventry Cathedral.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d904dc98a88190a5873f3fd8e1a0b2 completed April 10, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a7c2b0081909994ea88683a39f4 completed May 2, 2026, 4:46 p.m.
NEDg Description generation batch_69f62be354a88190aaf5e8439b33120b completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62c8194d881909db3d320a21f2052 completed May 2, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:48 p.m.