Triple

T16369102
Position Surface form Disambiguated ID Type / Status
Subject Ballantyne series E397515 entity
Predicate notableCharacter P1481 FINISHED
Object Zouga Ballantyne
Zouga Ballantyne is a central fictional adventurer and pioneer in Wilbur Smith’s Ballantyne series, chronicling the turbulent colonial history of southern Africa through his exploits and family legacy.
 E1209261 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: Zouga Ballantyne | Statement: [Ballantyne series, notableCharacter, Zouga Ballantyne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zouga Ballantyne
Context triple: [Ballantyne series, notableCharacter, Zouga Ballantyne]
  • A. Chilion Jones
    Chilion Jones was a 19th-century Canadian architect best known for co-designing prominent public buildings in Ottawa, including major parliamentary structures.
  • B. Graydon Carter
    Graydon Carter is a Canadian-born journalist and longtime editor of Vanity Fair, known for his influential role in media and culture.
  • C. Hector Blake
    Hector Blake is the central antagonist in the British thriller film "I Came By," portrayed as a seemingly respectable former judge hiding dark and violent secrets.
  • D. Zeke Hawkins
    Zeke Hawkins is a central character in the science fiction horror film "Sliver."
  • E. Parry Clay
    Parry Clay is a young Black law student in the 1942 film "In This Our Life," whose wrongful accusation and struggle against racial injustice form a central part of the drama.
  • 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: Zouga Ballantyne
Triple: [Ballantyne series, notableCharacter, Zouga Ballantyne]
Generated description
Zouga Ballantyne is a central fictional adventurer and pioneer in Wilbur Smith’s Ballantyne series, chronicling the turbulent colonial history of southern Africa through his exploits and family legacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zouga Ballantyne
Target entity description: Zouga Ballantyne is a central fictional adventurer and pioneer in Wilbur Smith’s Ballantyne series, chronicling the turbulent colonial history of southern Africa through his exploits and family legacy.
  • A. Chilion Jones
    Chilion Jones was a 19th-century Canadian architect best known for co-designing prominent public buildings in Ottawa, including major parliamentary structures.
  • B. Graydon Carter
    Graydon Carter is a Canadian-born journalist and longtime editor of Vanity Fair, known for his influential role in media and culture.
  • C. Hector Blake
    Hector Blake is the central antagonist in the British thriller film "I Came By," portrayed as a seemingly respectable former judge hiding dark and violent secrets.
  • D. Zeke Hawkins
    Zeke Hawkins is a central character in the science fiction horror film "Sliver."
  • E. Parry Clay
    Parry Clay is a young Black law student in the 1942 film "In This Our Life," whose wrongful accusation and struggle against racial injustice form a central part of the drama.
  • 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.