Triple

T20928366
Position Surface form Disambiguated ID Type / Status
Subject Age of Iron E515403 entity
Predicate hasCharacter P2308 FINISHED
Object Bheki
Bheki is a character in J.M. Coetzee’s novel "Age of Iron," representing the struggles and resistance of Black South African youth under apartheid.
 E1457321 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: Bheki | Statement: [Age of Iron, hasCharacter, Bheki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bheki
Context triple: [Age of Iron, hasCharacter, Bheki]
  • A. Molefe
    Molefe is a Southern African surname commonly found among Tswana- and Sotho-speaking communities.
  • B. Mokoena
    Mokoena is a common Southern African surname of Sotho-Tswana origin borne by various notable figures in politics, sports, and the arts.
  • C. Mangosuthu
    Mangosuthu is the given name of Mangosuthu Buthelezi, a prominent South African Zulu prince and political leader.
  • D. Khumalo
    Khumalo is a common Southern African surname associated with notable figures in arts, politics, and public life, particularly in South Africa and Zimbabwe.
  • E. Mokgweetsi
    Mokgweetsi is the given name of Mokgweetsi Masisi, the President of Botswana.
  • 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: Bheki
Triple: [Age of Iron, hasCharacter, Bheki]
Generated description
Bheki is a character in J.M. Coetzee’s novel "Age of Iron," representing the struggles and resistance of Black South African youth under apartheid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bheki
Target entity description: Bheki is a character in J.M. Coetzee’s novel "Age of Iron," representing the struggles and resistance of Black South African youth under apartheid.
  • A. Molefe
    Molefe is a Southern African surname commonly found among Tswana- and Sotho-speaking communities.
  • B. Mokoena
    Mokoena is a common Southern African surname of Sotho-Tswana origin borne by various notable figures in politics, sports, and the arts.
  • C. Mangosuthu
    Mangosuthu is the given name of Mangosuthu Buthelezi, a prominent South African Zulu prince and political leader.
  • D. Khumalo
    Khumalo is a common Southern African surname associated with notable figures in arts, politics, and public life, particularly in South Africa and Zimbabwe.
  • E. Mokgweetsi
    Mokgweetsi is the given name of Mokgweetsi Masisi, the President of Botswana.
  • 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_69e0b4fb431c8190b9d40e6a72f0cc87 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f653a25c8190adb46f5d764afba7 completed April 21, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fce6b148190b2dcf07d95696744 completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09206824148190881bef138312d37f completed May 17, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0920d752888190bffcfa7ce75cd2ad completed May 17, 2026, 1:58 a.m.
Created at: April 16, 2026, 12:49 p.m.