Triple

T9481666
Position Surface form Disambiguated ID Type / Status
Subject Gerard Klein E228654 entity
Predicate notableWork P4 FINISHED
Object Le Gambit des étoiles
Le Gambit des étoiles is a French science fiction novel by Gérard Klein that blends space opera adventure with philosophical reflections on power and destiny.
 E803064 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: Le Gambit des étoiles | Statement: [Gerard Klein, notableWork, Le Gambit des étoiles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Le Gambit des étoiles
Context triple: [Gerard Klein, notableWork, Le Gambit des étoiles]
  • A. Star Wars: The High Republic
    Star Wars: The High Republic is a multimedia publishing initiative set centuries before the Skywalker saga, exploring the Jedi Order and the Galactic Republic at the height of their power.
  • B. La Force de l’âge
    La Force de l’âge is Simone de Beauvoir’s autobiographical memoir chronicling her intellectual, political, and personal life in the 1930s and 1940s, including her relationship with Jean-Paul Sartre and the rise of existentialism.
  • C. Fall of the Galactic Empire
    The Fall of the Galactic Empire is a pivotal event in Isaac Asimov’s Foundation universe, marking the collapse of a vast interstellar civilization and setting the stage for the rise of the Foundation.
  • D. Star Wars: Thrawn: Alliances (novel)
    "Star Wars: Thrawn: Alliances" is a canon Star Wars novel by Timothy Zahn that explores an uneasy partnership between Darth Vader and Grand Admiral Thrawn during dual timelines set in the Clone Wars and the era of the Galactic Empire.
  • E. Bo-Katan Kryze
    Bo-Katan Kryze is a Mandalorian warrior and leader who plays a key role in the struggle for Mandalore’s future in the Star Wars universe.
  • 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: Le Gambit des étoiles
Triple: [Gerard Klein, notableWork, Le Gambit des étoiles]
Generated description
Le Gambit des étoiles is a French science fiction novel by Gérard Klein that blends space opera adventure with philosophical reflections on power and destiny.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Le Gambit des étoiles
Target entity description: Le Gambit des étoiles is a French science fiction novel by Gérard Klein that blends space opera adventure with philosophical reflections on power and destiny.
  • A. Star Wars: The High Republic
    Star Wars: The High Republic is a multimedia publishing initiative set centuries before the Skywalker saga, exploring the Jedi Order and the Galactic Republic at the height of their power.
  • B. La Force de l’âge
    La Force de l’âge is Simone de Beauvoir’s autobiographical memoir chronicling her intellectual, political, and personal life in the 1930s and 1940s, including her relationship with Jean-Paul Sartre and the rise of existentialism.
  • C. Fall of the Galactic Empire
    The Fall of the Galactic Empire is a pivotal event in Isaac Asimov’s Foundation universe, marking the collapse of a vast interstellar civilization and setting the stage for the rise of the Foundation.
  • D. Star Wars: Thrawn: Alliances (novel)
    "Star Wars: Thrawn: Alliances" is a canon Star Wars novel by Timothy Zahn that explores an uneasy partnership between Darth Vader and Grand Admiral Thrawn during dual timelines set in the Clone Wars and the era of the Galactic Empire.
  • E. Bo-Katan Kryze
    Bo-Katan Kryze is a Mandalorian warrior and leader who plays a key role in the struggle for Mandalore’s future in the Star Wars universe.
  • 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_69ca84730a5081908de282651019bf2f completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd804af6d08190a281cb27407c791c completed April 1, 2026, 8:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12cfebb6c8190af3296c7bfd8b3e4 completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d12eba9968819085b9ec027c6e2814 completed April 4, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_69d12f1ccad08190907b812a12efa65b completed April 4, 2026, 3:32 p.m.
Created at: March 30, 2026, 7:55 p.m.