Triple

T2369815
Position Surface form Disambiguated ID Type / Status
Subject Weta Digital E46059 entity
Predicate notableWork P4 FINISHED
Object I, Robot
I, Robot is a 2004 science fiction film loosely inspired by Isaac Asimov’s robot stories, featuring Will Smith in a futuristic murder mystery involving advanced robots and artificial intelligence.
E261739 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: I, Robot | Statement: [Weta Digital, notableWork, I, Robot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I, Robot
Context triple: [Weta Digital, notableWork, I, Robot]
  • A. 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.
  • B. Three Laws of Robotics
    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. The Robots of Dawn
    The Robots of Dawn is a science fiction novel by Isaac Asimov that continues the adventures of detective Elijah Baley as he investigates a high-stakes robotic "murder" on the Spacer world of Aurora, further developing Asimov’s robot universe and the Three Laws of Robotics.
  • D. The Caves of Steel
    The Caves of Steel is a science fiction detective novel by Isaac Asimov that blends futuristic robotics with a classic murder mystery set in an overpopulated, enclosed megacity.
  • E. Robot Dreams
    Robot Dreams is a science fiction short story by Isaac Asimov that explores the ethical and emotional implications of advanced robotics and artificial intelligence.
  • 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: I, Robot
Triple: [Weta Digital, notableWork, I, Robot]
Generated description
I, Robot is a 2004 science fiction film loosely inspired by Isaac Asimov’s robot stories, featuring Will Smith in a futuristic murder mystery involving advanced robots and artificial intelligence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I, Robot
Target entity description: I, Robot is a 2004 science fiction film loosely inspired by Isaac Asimov’s robot stories, featuring Will Smith in a futuristic murder mystery involving advanced robots and artificial intelligence.
  • A. 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.
  • B. Three Laws of Robotics
    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. The Robots of Dawn
    The Robots of Dawn is a science fiction novel by Isaac Asimov that continues the adventures of detective Elijah Baley as he investigates a high-stakes robotic "murder" on the Spacer world of Aurora, further developing Asimov’s robot universe and the Three Laws of Robotics.
  • D. The Caves of Steel
    The Caves of Steel is a science fiction detective novel by Isaac Asimov that blends futuristic robotics with a classic murder mystery set in an overpopulated, enclosed megacity.
  • E. Robot Dreams
    Robot Dreams is a science fiction short story by Isaac Asimov that explores the ethical and emotional implications of advanced robotics and artificial intelligence.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc76dcaa481908567a068bd61e5ad completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8a2b1448190b19179cf379993ee completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac6b13ac81909042dddef15ec924 completed March 9, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69aead16b0a881909103e26053cfad84 completed March 9, 2026, 11:20 a.m.
Created at: March 4, 2026, 7:56 p.m.