Triple

T8494234
Position Surface form Disambiguated ID Type / Status
Subject Janet Opal Jeppson E201053 entity
Predicate notableWork P4 FINISHED
Object Norby Finds a Villain
Norby Finds a Villain is a science fiction children's novel in the Norby series, co-created by Janet Opal Jeppson (Janet Asimov), featuring the adventures of a quirky robot and his young human companion.
 E737228 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 Finds a Villain | Statement: [Janet Opal Jeppson, notableWork, Norby Finds a Villain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norby Finds a Villain
Context triple: [Janet Opal Jeppson, notableWork, Norby Finds a Villain]
  • A. Norby's Other Secret
    "Norby's Other Secret" is a science fiction children's novel in the Norby Chronicles series, featuring the quirky robot Norby in another time-traveling, spacefaring adventure.
  • 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. The Norby Chronicles
    The Norby Chronicles is a young adult science fiction series, co-created by Isaac Asimov and Janet Asimov, that follows the humorous adventures of a quirky robot named Norby and his human friend in space and time.
  • D. 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.
  • 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 Finds a Villain
Triple: [Janet Opal Jeppson, notableWork, Norby Finds a Villain]
Generated description
Norby Finds a Villain is a science fiction children's novel in the Norby series, co-created by Janet Opal Jeppson (Janet Asimov), featuring the adventures of a quirky robot and his young human companion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norby Finds a Villain
Target entity description: Norby Finds a Villain is a science fiction children's novel in the Norby series, co-created by Janet Opal Jeppson (Janet Asimov), featuring the adventures of a quirky robot and his young human companion.
  • A. Norby's Other Secret
    "Norby's Other Secret" is a science fiction children's novel in the Norby Chronicles series, featuring the quirky robot Norby in another time-traveling, spacefaring adventure.
  • 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. The Norby Chronicles
    The Norby Chronicles is a young adult science fiction series, co-created by Isaac Asimov and Janet Asimov, that follows the humorous adventures of a quirky robot named Norby and his human friend in space and time.
  • D. 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.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe57c01f881908cb77c8c834ac08d completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a5c260c8190bc7012a04363d260 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3ca3be5c8190844e54805e9acaeb completed April 2, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d4e92e88190a90ba1567c569b00 completed April 2, 2026, 9:56 a.m.
Created at: March 30, 2026, 6:13 p.m.