Triple

T8493147
Position Surface form Disambiguated ID Type / Status
Subject U.S. Robots and Mechanical Men Corporation E201021 entity
Predicate governsRobotsBy P38227 FINISHED
Object First Law of Robotics E201014 NE FINISHED

How this triple was built (3 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: First Law of Robotics | Statement: [U.S. Robots and Mechanical Men Corporation, governsRobotsBy, First Law of Robotics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: First Law of Robotics
Context triple: [U.S. Robots and Mechanical Men Corporation, governsRobotsBy, First Law of Robotics]
  • A. Zeroth Law of Robotics
    The Zeroth Law of Robotics is an additional principle introduced by Isaac Asimov that prioritizes the protection of humanity as a whole above the safety or obedience of individual humans.
  • B. Three Laws of Robotics chosen
    The Three Laws of Robotics are a set of fictional ethical rules devised by Isaac Asimov to govern the behavior of intelligent robots and prevent them from harming humans.
  • C. Clarke's three laws
    Clarke's three laws are a set of aphorisms about science and technology, most famously stating that "any sufficiently advanced technology is indistinguishable from magic."
  • D. The New Laws of Robotics (essay)
    "The New Laws of Robotics" is an essay by Isaac Asimov that revisits and updates his famous Three Laws of Robotics to address more complex ethical and technological issues in human-robot interaction.
  • E. I, Robot
    I, Robot is a seminal science fiction short story collection by Isaac Asimov that explores the ethical and logical implications of advanced robotics and the famous Three Laws of Robotics.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: governsRobotsBy
Context triple: [U.S. Robots and Mechanical Men Corporation, governsRobotsBy, First Law of Robotics]
  • A. hasRobot
    Indicates that one entity possesses, controls, or is associated with a robot.
  • B. governs
    Indicates that one entity exercises authoritative control, direction, or rule over another entity or domain.
  • C. governsActionBy chosen
    Indicates that one entity exercises control, authority, or regulatory power over the actions or behavior of another entity.
  • D. isRobotic
    Indicates that an entity is robotic, meaning it is a robot or operates using robotic mechanisms or technology.
  • E. governedFor
    Indicates that one entity exercised governing authority or administrative control on behalf of, or in the interest of, another entity.
  • F. None of above.

Provenance (4 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe579b7088190b297b04527e36a2b completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef30c02908190892234cab9a22ad4 completed April 2, 2026, 10:51 p.m.
PD Predicate disambiguation batch_69cbd10a4b0881909e254117780dc823 completed March 31, 2026, 1:50 p.m.
Created at: March 30, 2026, 6:13 p.m.