Triple

T18206490
Position Surface form Disambiguated ID Type / Status
Subject John the Savage E435915 entity
Predicate father P120 FINISHED
Object the Director of Hatcheries and Conditioning
The Director of Hatcheries and Conditioning is a high-ranking World State official in Aldous Huxley’s "Brave New World," responsible for overseeing the mass production and social conditioning of human beings.
E1311965 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: the Director of Hatcheries and Conditioning | Statement: [John the Savage, father, the Director of Hatcheries and Conditioning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: the Director of Hatcheries and Conditioning
Context triple: [John the Savage, father, the Director of Hatcheries and Conditioning]
  • A. 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.
  • B. Wanda Seldon
    Wanda Seldon is a key character in Isaac Asimov's Foundation series, notable for her powerful mentalic abilities and her crucial role in shaping the future of the Foundation.
  • C. Karellen
    Karellen is the enigmatic alien Supervisor of Earth in Arthur C. Clarke's science fiction novel "Childhood's End," who oversees humanity's peaceful transformation under the Overlords' guidance.
  • D. Raych Seldon
    Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
  • E. Golan Trevize
    Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
  • 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: the Director of Hatcheries and Conditioning
Triple: [John the Savage, father, the Director of Hatcheries and Conditioning]
Generated description
The Director of Hatcheries and Conditioning is a high-ranking World State official in Aldous Huxley’s "Brave New World," responsible for overseeing the mass production and social conditioning of human beings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: the Director of Hatcheries and Conditioning
Target entity description: The Director of Hatcheries and Conditioning is a high-ranking World State official in Aldous Huxley’s "Brave New World," responsible for overseeing the mass production and social conditioning of human beings.
  • A. 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.
  • B. Wanda Seldon
    Wanda Seldon is a key character in Isaac Asimov's Foundation series, notable for her powerful mentalic abilities and her crucial role in shaping the future of the Foundation.
  • C. Karellen
    Karellen is the enigmatic alien Supervisor of Earth in Arthur C. Clarke's science fiction novel "Childhood's End," who oversees humanity's peaceful transformation under the Overlords' guidance.
  • D. Raych Seldon
    Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
  • E. Golan Trevize
    Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2234b988190bbe2c2164d61f65f 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.