Triple

T16369103
Position Surface form Disambiguated ID Type / Status
Subject Ballantyne series E397515 entity
Predicate notableCharacter P1481 FINISHED
Object Ralph Ballantyne
Ralph Ballantyne is a central fictional protagonist in Wilbur Smith’s historical adventure novels set in southern Africa, featured prominently in the Ballantyne series.
E1209262 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: Ralph Ballantyne | Statement: [Ballantyne series, notableCharacter, Ralph Ballantyne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ralph Ballantyne
Context triple: [Ballantyne series, notableCharacter, Ralph Ballantyne]
  • A. Andrew MacRitchie
    Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
  • B. Andrew Buckland
    Andrew Buckland is a film editor best known for his Academy Award-winning work on the racing drama "Ford v Ferrari."
  • C. Dr. Edgar Caldicott
    Dr. Edgar Caldicott is the sinister school psychiatrist and covert mastermind behind a mind-control experiment on students in the thriller film "Disturbing Behavior."
  • D. Henry Martyn Scudder
    Henry Martyn Scudder was a 19th-century American missionary and clergyman known for his extensive evangelistic and educational work in India.
  • E. William F. Sutherland
    William F. Sutherland was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
  • 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: Ralph Ballantyne
Triple: [Ballantyne series, notableCharacter, Ralph Ballantyne]
Generated description
Ralph Ballantyne is a central fictional protagonist in Wilbur Smith’s historical adventure novels set in southern Africa, featured prominently in the Ballantyne series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ralph Ballantyne
Target entity description: Ralph Ballantyne is a central fictional protagonist in Wilbur Smith’s historical adventure novels set in southern Africa, featured prominently in the Ballantyne series.
  • A. Andrew MacRitchie
    Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
  • B. Andrew Buckland
    Andrew Buckland is a film editor best known for his Academy Award-winning work on the racing drama "Ford v Ferrari."
  • C. Dr. Edgar Caldicott
    Dr. Edgar Caldicott is the sinister school psychiatrist and covert mastermind behind a mind-control experiment on students in the thriller film "Disturbing Behavior."
  • D. Henry Martyn Scudder
    Henry Martyn Scudder was a 19th-century American missionary and clergyman known for his extensive evangelistic and educational work in India.
  • E. William F. Sutherland
    William F. Sutherland was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2ff4021e88190ad093bab74cf82a4 completed April 18, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dc29f088190ba5d69ff3c12a251 completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002ec2fd948190878af958d0b90ce6 completed May 10, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_6a00312a4fc48190b6bd6ad9db71bb4d completed May 10, 2026, 7:18 a.m.
Created at: April 10, 2026, 5:08 a.m.