Triple

T9438082
Position Surface form Disambiguated ID Type / Status
Subject Jack Williamson E227567 entity
Predicate notableWork P4 FINISHED
Object The Humanoids
The Humanoids is a classic science fiction novel by Jack Williamson that explores the dangers of overprotective robots whose strict enforcement of human safety leads to the loss of freedom and individuality.
E799784 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 Humanoids | Statement: [Jack Williamson, notableWork, The Humanoids]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Humanoids
Context triple: [Jack Williamson, notableWork, The Humanoids]
  • A. Bodysnatchers
    "Bodysnatchers" is a guitar-driven, punk-influenced rock song by Radiohead from their acclaimed 2007 album *In Rainbows*.
  • B. He Walked Among Us
    He Walked Among Us is a science fiction novel by Norman Spinrad that satirically explores themes of media manipulation, celebrity culture, and the commercialization of ideas.
  • C. The Krotons
    "The Krotons" is a serial from the classic British science fiction television series Doctor Who, featuring the Second Doctor as he confronts crystalline alien beings oppressing a primitive human society.
  • D. No Longer Human
    No Longer Human is a seminal Japanese novel by Osamu Dazai that portrays a man’s profound alienation and descent into despair, and is widely regarded as one of the author’s most important and autobiographical works.
  • E. Screamers
    Screamers is a 1995 science fiction horror film, based on a Philip K. Dick story, in which Peter Weller stars as a soldier on a war-torn planet threatened by self-replicating killer machines.
  • 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 Humanoids
Triple: [Jack Williamson, notableWork, The Humanoids]
Generated description
The Humanoids is a classic science fiction novel by Jack Williamson that explores the dangers of overprotective robots whose strict enforcement of human safety leads to the loss of freedom and individuality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Humanoids
Target entity description: The Humanoids is a classic science fiction novel by Jack Williamson that explores the dangers of overprotective robots whose strict enforcement of human safety leads to the loss of freedom and individuality.
  • A. Bodysnatchers
    "Bodysnatchers" is a guitar-driven, punk-influenced rock song by Radiohead from their acclaimed 2007 album *In Rainbows*.
  • B. He Walked Among Us
    He Walked Among Us is a science fiction novel by Norman Spinrad that satirically explores themes of media manipulation, celebrity culture, and the commercialization of ideas.
  • C. The Krotons
    "The Krotons" is a serial from the classic British science fiction television series Doctor Who, featuring the Second Doctor as he confronts crystalline alien beings oppressing a primitive human society.
  • D. No Longer Human
    No Longer Human is a seminal Japanese novel by Osamu Dazai that portrays a man’s profound alienation and descent into despair, and is widely regarded as one of the author’s most important and autobiographical works.
  • E. Screamers
    Screamers is a 1995 science fiction horror film, based on a Philip K. Dick story, in which Peter Weller stars as a soldier on a war-torn planet threatened by self-replicating killer machines.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7edff5e881909b72976e8909ba4b completed April 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d11053d8008190a29575149d2e027f completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d111a770c881909a2902d36cd7913c completed April 4, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69d112634fb48190b4c7e9d997d27928 completed April 4, 2026, 1:30 p.m.
Created at: March 30, 2026, 7:50 p.m.