Triple

T8492641
Position Surface form Disambiguated ID Type / Status
Subject Empire series E201009 entity
Predicate publicationOrder P37518 FINISHED
Object The Stars, Like Dust is first in internal chronology E40193 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: The Stars, Like Dust is first in internal chronology | Statement: [Empire series, publicationOrder, The Stars, Like Dust is first in internal chronology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Stars, Like Dust is first in internal chronology
Context triple: [Empire series, publicationOrder, The Stars, Like Dust is first in internal chronology]
  • A. The Stars, Like Dust chosen
    The Stars, Like Dust is a science fiction novel by Isaac Asimov set in his Galactic Empire universe, following a young nobleman entangled in political intrigue and rebellion against a tyrannical interstellar regime.
  • B. The Lives of the Stars
    "The Lives of the Stars" is an episode of the science documentary series *Cosmos: A Personal Voyage* that explores the birth, evolution, and death of stars and their role in shaping the universe.
  • C. The Creation of the Stars
    The Creation of the Stars is a figurative sculptural work by American artist Frederick Hart, known for its ethereal, spiritually themed depiction of human forms emerging in a celestial, star-filled composition.
  • D. The Light of Stars
    "The Light of Stars" is a reflective lyric poem by Henry Wadsworth Longfellow that contemplates guidance, hope, and moral steadfastness through the metaphor of starlight.
  • E. The Call of the Stars
    "The Call of the Stars" is a science fiction short story by Arthur C. Clarke, included in his collection "The Other Side of the Sky," that explores humanity’s fascination with and journey toward the cosmos.
  • 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_69ce3a5c260c8190bc7012a04363d260 completed April 2, 2026, 9:43 a.m.
Created at: March 30, 2026, 6:13 p.m.