Triple

T1800367
Position Surface form Disambiguated ID Type / Status
Subject Janet Asimov E39702 entity
Predicate notableWork P4 FINISHED
Object Norby and the Robot for Hire
"Norby and the Robot for Hire" is a children's science fiction novel in the Norby series, co-created by Janet Asimov (often with Isaac Asimov), featuring the adventures of an eccentric, time-and-space-bending robot.
 E209435 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: Norby and the Robot for Hire | Statement: [Janet Asimov, notableWork, Norby and the Robot for Hire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norby and the Robot for Hire
Context triple: [Janet Asimov, notableWork, Norby and the Robot for Hire]
  • A. Norby, the Mixed-Up Robot
    Norby, the Mixed-Up Robot is the first book in the children's science fiction series "The Norby Chronicles," introducing the quirky, time-traveling robot Norby and his young human companion.
  • B. Norby and the Invaders
    Norby and the Invaders is a science fiction children’s novel in the Norby series, following the adventures of the quirky robot Norby as he confronts an alien threat.
  • C. Norby Through Time and Space
    "Norby Through Time and Space" is a science fiction children's novel in the Norby Chronicles series, following the adventures of a quirky robot and his young human companion as they travel through time and across the galaxy.
  • D. The Rest of the Robots
    The Rest of the Robots is a science fiction short story collection by Isaac Asimov that gathers many of his classic robot tales exploring the implications of the Three Laws of Robotics.
  • E. Norby and the Terrified Taxi
    Norby and the Terrified Taxi is a children’s science fiction novel in the Norby series, co-created by Janet Asimov (with Isaac Asimov), featuring the quirky robot Norby in a humorous space adventure.
  • 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: Norby and the Robot for Hire
Triple: [Janet Asimov, notableWork, Norby and the Robot for Hire]
Generated description
"Norby and the Robot for Hire" is a children's science fiction novel in the Norby series, co-created by Janet Asimov (often with Isaac Asimov), featuring the adventures of an eccentric, time-and-space-bending robot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norby and the Robot for Hire
Target entity description: "Norby and the Robot for Hire" is a children's science fiction novel in the Norby series, co-created by Janet Asimov (often with Isaac Asimov), featuring the adventures of an eccentric, time-and-space-bending robot.
  • A. Norby, the Mixed-Up Robot
    Norby, the Mixed-Up Robot is the first book in the children's science fiction series "The Norby Chronicles," introducing the quirky, time-traveling robot Norby and his young human companion.
  • B. Norby and the Invaders
    Norby and the Invaders is a science fiction children’s novel in the Norby series, following the adventures of the quirky robot Norby as he confronts an alien threat.
  • C. Norby Through Time and Space
    "Norby Through Time and Space" is a science fiction children's novel in the Norby Chronicles series, following the adventures of a quirky robot and his young human companion as they travel through time and across the galaxy.
  • D. The Rest of the Robots
    The Rest of the Robots is a science fiction short story collection by Isaac Asimov that gathers many of his classic robot tales exploring the implications of the Three Laws of Robotics.
  • E. Norby and the Terrified Taxi
    Norby and the Terrified Taxi is a children’s science fiction novel in the Norby series, co-created by Janet Asimov (with Isaac Asimov), featuring the quirky robot Norby in a humorous space adventure.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa656ad5d4819090e677ad137b0cd1 completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf3fd6bc81908b762644fb588f0a completed March 8, 2026, 8:42 p.m.
NEDg Description generation batch_69addfcecdf48190a325eb5c8b10f238 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade0ba34ac8190ac94f7dbb5778f70 completed March 8, 2026, 8:48 p.m.
Created at: March 4, 2026, 7:32 p.m.