Triple

T8492132
Position Surface form Disambiguated ID Type / Status
Subject Forward the Foundation E200997 entity
Predicate mainCharacter P1183 FINISHED
Object Raych Seldon E735898 NE FINISHED

How this triple was built (2 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: Raych Seldon | Statement: [Forward the Foundation, mainCharacter, Raych Seldon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raych Seldon
Context triple: [Forward the Foundation, mainCharacter, Raych Seldon]
  • A. Raych Seldon chosen
    Raych Seldon is the adopted son and loyal aide of mathematician Hari Seldon in Isaac Asimov’s Foundation series, often serving as his protector and operative in political and covert affairs.
  • B. Hari Seldon
    Hari Seldon is a brilliant mathematician and creator of psychohistory in Isaac Asimov’s Foundation series, whose predictive science shapes the fate of the Galactic Empire.
  • C. Karellen
    Karellen is the enigmatic alien Supervisor of Earth in Arthur C. Clarke's science fiction novel "Childhood's End," who oversees humanity's peaceful transformation under the Overlords' guidance.
  • D. Golan Trevize
    Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
  • E. R. Daneel Olivaw
    R. Daneel Olivaw is a highly advanced humanoid robot from Isaac Asimov’s Robot and Foundation series, known for his strict adherence to and later reinterpretation of the Three Laws of Robotics while subtly guiding human history.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69cbe55cf5dc81908cad31ac53e15b46 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf423bade4819094204d98303093c8 completed April 3, 2026, 4:29 a.m.
Created at: March 30, 2026, 6:13 p.m.