Triple

T6953845
Position Surface form Disambiguated ID Type / Status
Subject Star Trek novels E161191 entity
Predicate notableWork P4 FINISHED
Object Star Trek: Prime Directive
Star Trek: Prime Directive is a science fiction novel set in the Star Trek universe that explores the ethical and dramatic consequences of Starfleet’s non-interference rule known as the Prime Directive.
 E653184 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: Star Trek: Prime Directive | Statement: [Star Trek novels, notableWork, Star Trek: Prime Directive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Star Trek: Prime Directive
Context triple: [Star Trek novels, notableWork, Star Trek: Prime Directive]
  • A. Star Trek: The Entropy Effect
    Star Trek: The Entropy Effect is a science fiction novel by Vonda N. McIntyre set in the Star Trek universe, known for its time-travel plot centered on Captain Kirk and Spock.
  • B. Star Trek: Corps of Engineers
    Star Trek: Corps of Engineers is a Star Trek novel subseries that follows the adventures of the Starfleet engineering team aboard the USS da Vinci as they tackle complex technical crises and unusual space phenomena.
  • C. Star Trek: Typhon Pact
    Star Trek: Typhon Pact is a novel miniseries set in the Star Trek expanded universe that explores the political and military tensions between the United Federation of Planets and a powerful coalition of its adversaries known as the Typhon Pact.
  • D. Star Trek: I.K.S. Gorkon
    Star Trek: I.K.S. Gorkon is a Star Trek novel subseries that follows the adventures and political intrigues of a Klingon Defense Force starship and its crew.
  • E. Star Trek: Vanguard
    Star Trek: Vanguard is a Star Trek novel series set during the original series era that follows the crew and intrigues surrounding Starbase 47, also known as Vanguard, on the edge of Federation space.
  • 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: Star Trek: Prime Directive
Triple: [Star Trek novels, notableWork, Star Trek: Prime Directive]
Generated description
Star Trek: Prime Directive is a science fiction novel set in the Star Trek universe that explores the ethical and dramatic consequences of Starfleet’s non-interference rule known as the Prime Directive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Star Trek: Prime Directive
Target entity description: Star Trek: Prime Directive is a science fiction novel set in the Star Trek universe that explores the ethical and dramatic consequences of Starfleet’s non-interference rule known as the Prime Directive.
  • A. Star Trek: The Entropy Effect
    Star Trek: The Entropy Effect is a science fiction novel by Vonda N. McIntyre set in the Star Trek universe, known for its time-travel plot centered on Captain Kirk and Spock.
  • B. Star Trek: Corps of Engineers
    Star Trek: Corps of Engineers is a Star Trek novel subseries that follows the adventures of the Starfleet engineering team aboard the USS da Vinci as they tackle complex technical crises and unusual space phenomena.
  • C. Star Trek: Typhon Pact
    Star Trek: Typhon Pact is a novel miniseries set in the Star Trek expanded universe that explores the political and military tensions between the United Federation of Planets and a powerful coalition of its adversaries known as the Typhon Pact.
  • D. Star Trek: I.K.S. Gorkon
    Star Trek: I.K.S. Gorkon is a Star Trek novel subseries that follows the adventures and political intrigues of a Klingon Defense Force starship and its crew.
  • E. Star Trek: Vanguard
    Star Trek: Vanguard is a Star Trek novel series set during the original series era that follows the crew and intrigues surrounding Starbase 47, also known as Vanguard, on the edge of Federation space.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dacca12481908942ba793a104cc3 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7dafa68dc8190bc46ba9695a41b4c completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dc1469e08190a0b2b924884885e6 completed March 28, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69c7dca05ad081908e2036ba6c909c09 completed March 28, 2026, 1:50 p.m.
Created at: March 27, 2026, 2:29 p.m.