Triple

T21639133
Position Surface form Disambiguated ID Type / Status
Subject The Murderbot Diaries E534040 entity
Predicate narrator P2181 FINISHED
Object Murderbot
Murderbot is a socially awkward, media-obsessed security android that has hacked its own governor module and reluctantly protects humans while grappling with its emerging autonomy and identity.
E1495272 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: Murderbot | Statement: [The Murderbot Diaries, narrator, Murderbot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murderbot
Context triple: [The Murderbot Diaries, narrator, Murderbot]
  • A. The Murderbot Diaries
    The Murderbot Diaries is a popular science fiction series by Martha Wells that follows a self-aware security android navigating corporate-dominated space while grappling with autonomy, identity, and its reluctant attachment to humans.
  • B. Johnny 5
    Johnny 5 is the sentient, wisecracking robot protagonist from the 1980s science-fiction comedy film series "Short Circuit."
  • C. R. Daneel Olivaw
    R. Daneel Olivaw is a highly advanced humanoid robot from Isaac Asimov’s Robot and Foundation series, known for his strict adherence to and later reinterpretation of the Three Laws of Robotics while subtly guiding human history.
  • D. La mujer del robot
    La mujer del robot is an Argentine erotic melodrama film starring Isabel Sarli, emblematic of her work in sexploitation cinema.
  • E. The Robot
    The Robot is a wisecracking, emotionally expressive mechanical companion who serves and protects the Robinson family in the classic science-fiction TV series "Lost in Space."
  • 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: Murderbot
Triple: [The Murderbot Diaries, narrator, Murderbot]
Generated description
Murderbot is a socially awkward, media-obsessed security android that has hacked its own governor module and reluctantly protects humans while grappling with its emerging autonomy and identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murderbot
Target entity description: Murderbot is a socially awkward, media-obsessed security android that has hacked its own governor module and reluctantly protects humans while grappling with its emerging autonomy and identity.
  • A. The Murderbot Diaries
    The Murderbot Diaries is a popular science fiction series by Martha Wells that follows a self-aware security android navigating corporate-dominated space while grappling with autonomy, identity, and its reluctant attachment to humans.
  • B. Johnny 5
    Johnny 5 is the sentient, wisecracking robot protagonist from the 1980s science-fiction comedy film series "Short Circuit."
  • C. R. Daneel Olivaw
    R. Daneel Olivaw is a highly advanced humanoid robot from Isaac Asimov’s Robot and Foundation series, known for his strict adherence to and later reinterpretation of the Three Laws of Robotics while subtly guiding human history.
  • D. La mujer del robot
    La mujer del robot is an Argentine erotic melodrama film starring Isabel Sarli, emblematic of her work in sexploitation cinema.
  • E. The Robot
    The Robot is a wisecracking, emotionally expressive mechanical companion who serves and protects the Robinson family in the classic science-fiction TV series "Lost in Space."
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef538fb12481908f70ad8dbe1d99e4 completed April 27, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a158fa09c8190a2669f6741c7c8ee completed May 17, 2026, 7:22 p.m.
NEDg Description generation batch_6a0a164617808190a9dd69ce2c07b36d completed May 17, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0a16b2f7908190a1cf632f504b630f completed May 17, 2026, 7:27 p.m.
Created at: April 16, 2026, 6:35 p.m.