Triple

T1696366
Position Surface form Disambiguated ID Type / Status
Subject George Black (Canadian politician) E36666 entity
Predicate nameIsAmbiguousWith P2289 FINISHED
Object George Black (businessman)
George Black (businessman) was a New Zealand transport and tourism entrepreneur best known for developing bus and coach services that helped open up the country’s South Island to travelers in the early 20th century.
E191832 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: George Black (businessman) | Statement: [George Black (Canadian politician), nameIsAmbiguousWith, George Black (businessman)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Black (businessman)
Context triple: [George Black (Canadian politician), nameIsAmbiguousWith, George Black (businessman)]
  • A. James Black
    James Black was a Scottish pharmacologist and Nobel laureate renowned for developing the first beta-blocker and the H2 receptor antagonist cimetidine, revolutionizing cardiovascular and ulcer treatment.
  • B. Charles Black
    Charles Black is a business associate and partner of Adam Black.
  • C. Henry Black
    Henry Black was an American legal scholar best known for compiling influential legal reports and reference works, including the Black Reports.
  • D. Reginald Bevins
    Reginald Bevins was a British Conservative politician who held several ministerial posts in the mid-20th century, notably in Harold Macmillan’s government.
  • E. Robert Barisford Brown
    Robert Barisford Brown is an American R&B singer, songwriter, and dancer best known as a member of New Edition and for his successful solo career in the late 1980s and early 1990s.
  • 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: George Black (businessman)
Triple: [George Black (Canadian politician), nameIsAmbiguousWith, George Black (businessman)]
Generated description
George Black (businessman) was a New Zealand transport and tourism entrepreneur best known for developing bus and coach services that helped open up the country’s South Island to travelers in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Black (businessman)
Target entity description: George Black (businessman) was a New Zealand transport and tourism entrepreneur best known for developing bus and coach services that helped open up the country’s South Island to travelers in the early 20th century.
  • A. James Black
    James Black was a Scottish pharmacologist and Nobel laureate renowned for developing the first beta-blocker and the H2 receptor antagonist cimetidine, revolutionizing cardiovascular and ulcer treatment.
  • B. Charles Black
    Charles Black is a business associate and partner of Adam Black.
  • C. Henry Black
    Henry Black was an American legal scholar best known for compiling influential legal reports and reference works, including the Black Reports.
  • D. Reginald Bevins
    Reginald Bevins was a British Conservative politician who held several ministerial posts in the mid-20th century, notably in Harold Macmillan’s government.
  • E. Robert Barisford Brown
    Robert Barisford Brown is an American R&B singer, songwriter, and dancer best known as a member of New Edition and for his successful solo career in the late 1980s and early 1990s.
  • 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_69a886163dec8190859c514232a37a05 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abaffad4748190995fec39bc8d7a1f completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad799ad838819087e945f47284a3b0 completed March 8, 2026, 1:28 p.m.
NEDg Description generation batch_69ad81f90e948190b83078523b1cf3f8 completed March 8, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69ad82755910819087aa9940dc1e7495 completed March 8, 2026, 2:06 p.m.
Created at: March 4, 2026, 7:30 p.m.