Triple

T308320
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate notableWork P4 FINISHED
Object 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.
E39682 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: [Isaac Asimov, notableWork, I, Robot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I, Robot
Context triple: [Isaac Asimov, notableWork, I, Robot]
  • A. Broca's Brain
    Broca's Brain is a popular science book by Carl Sagan that explores the nature of scientific thought, the brain, and the cosmos through essays on astronomy, philosophy, and skepticism.
  • B. The Shape of Things to Come
    The Shape of Things to Come is a 1933 science fiction novel by H. G. Wells that presents a speculative future history of the world, exploring global war, social collapse, and the eventual rise of a rational, technocratic world state.
  • C. The War of the Worlds
    The War of the Worlds is a classic science fiction novel depicting a devastating Martian invasion of Earth and humanity’s struggle to survive.
  • D. The First Men in the Moon
    The First Men in the Moon is a 1901 science fiction novel by H. G. Wells that follows two Englishmen who travel to the Moon and encounter an underground civilization of insect-like beings called Selenites.
  • E. As We May Think
    As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
  • 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: [Isaac Asimov, notableWork, I, Robot]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I, Robot
Target entity description: 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.
  • A. Broca's Brain
    Broca's Brain is a popular science book by Carl Sagan that explores the nature of scientific thought, the brain, and the cosmos through essays on astronomy, philosophy, and skepticism.
  • B. The Shape of Things to Come
    The Shape of Things to Come is a 1933 science fiction novel by H. G. Wells that presents a speculative future history of the world, exploring global war, social collapse, and the eventual rise of a rational, technocratic world state.
  • C. The War of the Worlds
    The War of the Worlds is a classic science fiction novel depicting a devastating Martian invasion of Earth and humanity’s struggle to survive.
  • D. The First Men in the Moon
    The First Men in the Moon is a 1901 science fiction novel by H. G. Wells that follows two Englishmen who travel to the Moon and encounter an underground civilization of insect-like beings called Selenites.
  • E. As We May Think
    As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b475e91c8190b68b05a8112d35dd completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b52d7d208190b03eac35baed1294 completed March 1, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3b5c1360c819093622754b6f1d2d8 completed March 1, 2026, 3:42 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.