Triple

T308323
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate notableWork P4 FINISHED
Object 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.
 E40192 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 Robots of Dawn | Statement: [Isaac Asimov, notableWork, The Robots of Dawn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Robots of Dawn
Context triple: [Isaac Asimov, notableWork, The Robots of Dawn]
  • 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. 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.
  • C. The Bicentennial Man
    The Bicentennial Man is a science fiction novella by Isaac Asimov that explores a robot’s centuries-long quest for humanity, identity, and legal recognition as a person.
  • D. Second Foundation
    Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
  • E. The Currents of Space
    The Currents of Space is a science fiction novel by Isaac Asimov set in his Galactic Empire universe, exploring political intrigue, planetary exploitation, and social stratification on a distant world.
  • 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 Robots of Dawn
Triple: [Isaac Asimov, notableWork, The Robots of Dawn]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Robots of Dawn
Target entity description: 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.
  • 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. 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.
  • C. The Bicentennial Man
    The Bicentennial Man is a science fiction novella by Isaac Asimov that explores a robot’s centuries-long quest for humanity, identity, and legal recognition as a person.
  • D. Second Foundation
    Second Foundation is a science fiction novel by Isaac Asimov that concludes his original Foundation trilogy, focusing on a secretive group of mentalics guiding the fate of the Galactic Empire.
  • E. The Currents of Space
    The Currents of Space is a science fiction novel by Isaac Asimov set in his Galactic Empire universe, exploring political intrigue, planetary exploitation, and social stratification on a distant world.
  • 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_69a3bc255b308190b3f92e81801e65eb completed March 1, 2026, 4:10 a.m.
NEDg Description generation batch_69a3bcbe01108190b5552d6db99f481a completed March 1, 2026, 4:12 a.m.
NED2 Entity disambiguation (via description) batch_69a3bd195c5c8190b5580c21100215a7 completed March 1, 2026, 4:14 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.