Triple

T12901570
Position Surface form Disambiguated ID Type / Status
Subject Kes E308622 entity
Predicate notableEpisode P2757 FINISHED
Object Cold Fire
"Cold Fire" is an episode of Star Trek: Voyager that explores Kes's evolving psychic powers and their dangerous consequences when she encounters a powerful Ocampa colony.
E1008176 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: Cold Fire | Statement: [Kes, notableEpisode, Cold Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cold Fire
Context triple: [Kes, notableEpisode, Cold Fire]
  • A. Black Fire
    Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
  • B. Black Fire
    Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
  • C. Dragon Fire
    Dragon Fire is a novel by William Cohen, a former U.S. Secretary of Defense, that blends political thriller elements with military and geopolitical intrigue.
  • D. Cycle of Fire
    Cycle of Fire is a hard science fiction novel by Hal Clement that follows a human castaway on a harsh alien world with extreme seasonal changes, emphasizing scientific realism and survival.
  • E. The Consuming Fire
    The Consuming Fire is a science fiction novel by John Scalzi, the second book in his Interdependency series, continuing a space-opera saga about political intrigue and the collapse of an interstellar empire.
  • 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: Cold Fire
Triple: [Kes, notableEpisode, Cold Fire]
Generated description
"Cold Fire" is an episode of Star Trek: Voyager that explores Kes's evolving psychic powers and their dangerous consequences when she encounters a powerful Ocampa colony.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cold Fire
Target entity description: "Cold Fire" is an episode of Star Trek: Voyager that explores Kes's evolving psychic powers and their dangerous consequences when she encounters a powerful Ocampa colony.
  • A. Black Fire
    Black Fire is a landmark jazz album by pianist and composer Andrew Hill, celebrated for its adventurous post-bop compositions and innovative harmonic language.
  • B. Black Fire
    Black Fire is a landmark 1968 anthology that showcases a wide range of Black Arts Movement poetry, fiction, and essays by African American writers.
  • C. Dragon Fire
    Dragon Fire is a novel by William Cohen, a former U.S. Secretary of Defense, that blends political thriller elements with military and geopolitical intrigue.
  • D. Cycle of Fire
    Cycle of Fire is a hard science fiction novel by Hal Clement that follows a human castaway on a harsh alien world with extreme seasonal changes, emphasizing scientific realism and survival.
  • E. The Consuming Fire
    The Consuming Fire is a science fiction novel by John Scalzi, the second book in his Interdependency series, continuing a space-opera saga about political intrigue and the collapse of an interstellar empire.
  • 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97180ee708190b60a3e58c42f764f completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a56189b081909ed838addcb6d265 completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a6179cdc8190976daa1384032445 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a6cbec348190a96a0194b2d6be4b completed May 3, 2026, 1:37 a.m.
Created at: April 9, 2026, 5:40 p.m.