Triple

T8491749
Position Surface form Disambiguated ID Type / Status
Subject Hari Seldon E200987 entity
Predicate influences P9 FINISHED
Object Second Foundation E39680 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: Second Foundation | Statement: [Hari Seldon, influences, Second Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Foundation
Context triple: [Hari Seldon, influences, Second Foundation]
  • A. Second Foundation chosen
    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.
  • B. Prelude to Foundation
    Prelude to Foundation is a science fiction novel by Isaac Asimov that explores the early life of Hari Seldon and the origins of his revolutionary science of psychohistory within the Foundation universe.
  • C. The Twenty-Seventh City
    The Twenty-Seventh City is Jonathan Franzen’s debut novel, a darkly satirical political thriller set in St. Louis that explores themes of power, urban decline, and social manipulation.
  • D. novel "Foundation and Empire"
    "Foundation and Empire" is a science fiction novel by Isaac Asimov that continues the story of the Foundation’s struggle for survival and influence as it confronts both the decaying Galactic Empire and the mysterious figure known as the Mule.
  • E. The Lion of Comarre
    The Lion of Comarre is a science fiction story by Arthur C. Clarke that explores a man's search for a legendary, long-abandoned utopian city filled with advanced technology and hidden truths.
  • 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_69cbe55af3f48190a8cd64cdce0ebd4c completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea83707e481909f9dfd6450a28d3d completed April 2, 2026, 5:32 p.m.
Created at: March 30, 2026, 6:13 p.m.