Triple

T18206761
Position Surface form Disambiguated ID Type / Status
Subject Bokanovsky Process E435920 entity
Predicate namedAfter P63 FINISHED
Object Bokanovsky (fictional scientist)
Bokanovsky is a fictional scientist in Aldous Huxley’s dystopian novel "Brave New World," known for devising a mass human-reproduction technique that enables the creation of large numbers of nearly identical individuals.
E435920 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: Bokanovsky (fictional scientist) | Statement: [Bokanovsky Process, namedAfter, Bokanovsky (fictional scientist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bokanovsky (fictional scientist)
Context triple: [Bokanovsky Process, namedAfter, Bokanovsky (fictional scientist)]
  • A. Bokanovsky Process
    The Bokanovsky Process is a fictional mass-reproduction technique in Aldous Huxley’s *Brave New World* that creates large numbers of nearly identical human beings to enforce social stability and control.
  • B. Dr. Han Fastolfe
    Dr. Han Fastolfe is a prominent roboticist and politician in Isaac Asimov's Robot series, renowned as a leading Spacer scientist and key architect of advanced humanoid robots.
  • C. Lenina Crowne
    Lenina Crowne is a conventionally attractive, pleasure-seeking Beta worker in Aldous Huxley’s dystopian novel "Brave New World," whose conditioned conformity contrasts with the more questioning characters around her.
  • D. Mustapha Mond
    Mustapha Mond is the powerful World Controller for Western Europe in Aldous Huxley’s dystopian novel "Brave New World," embodying the regime’s rational, pleasure-driven authoritarianism.
  • E. Lenina Huxley
    Lenina Huxley is a futuristic police officer in the sci-fi action film "Demolition Man," known for her fascination with 20th-century culture and partnership with John Spartan.
  • 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: Bokanovsky (fictional scientist)
Triple: [Bokanovsky Process, namedAfter, Bokanovsky (fictional scientist)]
Generated description
Bokanovsky is a fictional scientist in Aldous Huxley’s dystopian novel "Brave New World," known for devising a mass human-reproduction technique that enables the creation of large numbers of nearly identical individuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bokanovsky (fictional scientist)
Target entity description: Bokanovsky is a fictional scientist in Aldous Huxley’s dystopian novel "Brave New World," known for devising a mass human-reproduction technique that enables the creation of large numbers of nearly identical individuals.
  • A. Bokanovsky Process chosen
    The Bokanovsky Process is a fictional mass-reproduction technique in Aldous Huxley’s *Brave New World* that creates large numbers of nearly identical human beings to enforce social stability and control.
  • B. Dr. Han Fastolfe
    Dr. Han Fastolfe is a prominent roboticist and politician in Isaac Asimov's Robot series, renowned as a leading Spacer scientist and key architect of advanced humanoid robots.
  • C. Lenina Crowne
    Lenina Crowne is a conventionally attractive, pleasure-seeking Beta worker in Aldous Huxley’s dystopian novel "Brave New World," whose conditioned conformity contrasts with the more questioning characters around her.
  • D. Mustapha Mond
    Mustapha Mond is the powerful World Controller for Western Europe in Aldous Huxley’s dystopian novel "Brave New World," embodying the regime’s rational, pleasure-driven authoritarianism.
  • E. Lenina Huxley
    Lenina Huxley is a futuristic police officer in the sci-fi action film "Demolition Man," known for her fascination with 20th-century culture and partnership with John Spartan.
  • F. None of above.

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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2243de081908a5bcc7e2072eae7 completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f10036c8190a1537632a19f0e23 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039febd13881908423ee008d3ba1c3 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a088b4a0819093720af0308060ee completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.