Triple

T20391833
Position Surface form Disambiguated ID Type / Status
Subject Prime Directive E498103 entity
Predicate appliesTo P1129 FINISHED
Object Federation starships
Federation starships are the exploratory, scientific, and defensive vessels of the United Federation of Planets in Star Trek, crewed by Starfleet personnel and central to the franchise’s interstellar missions and conflicts.
 E1427865 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: Federation starships | Statement: [Prime Directive, appliesTo, Federation starships]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federation starships
Context triple: [Prime Directive, appliesTo, Federation starships]
  • A. Constitution-class starship
    A Constitution-class starship is a powerful Federation heavy cruiser from the Star Trek universe, best known for iconic vessels like the USS Enterprise during the 23rd century.
  • B. Crossfield-class starship
    The Crossfield-class starship is a 23rd-century Federation starship design in the Star Trek universe, noted for its advanced experimental technologies and distinctive saucer configuration.
  • C. Intrepid-class starship
    The Intrepid-class starship is a versatile, mid-sized Federation starship design in Star Trek, best known for its advanced technology, high speed, and the USS Voyager as its most famous example.
  • D. California-class starship
    The California-class starship is a Federation starship design in Star Trek: Lower Decks, known for its focus on support and second-contact missions rather than front-line exploration or combat.
  • E. Galaxy-class starship
    A Galaxy-class starship is a large, advanced Federation starship design in Star Trek, best known as the class of the USS Enterprise-D and noted for its powerful capabilities and extensive crew and civilian facilities.
  • 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: Federation starships
Triple: [Prime Directive, appliesTo, Federation starships]
Generated description
Federation starships are the exploratory, scientific, and defensive vessels of the United Federation of Planets in Star Trek, crewed by Starfleet personnel and central to the franchise’s interstellar missions and conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Federation starships
Target entity description: Federation starships are the exploratory, scientific, and defensive vessels of the United Federation of Planets in Star Trek, crewed by Starfleet personnel and central to the franchise’s interstellar missions and conflicts.
  • A. Constitution-class starship
    A Constitution-class starship is a powerful Federation heavy cruiser from the Star Trek universe, best known for iconic vessels like the USS Enterprise during the 23rd century.
  • B. Crossfield-class starship
    The Crossfield-class starship is a 23rd-century Federation starship design in the Star Trek universe, noted for its advanced experimental technologies and distinctive saucer configuration.
  • C. Intrepid-class starship
    The Intrepid-class starship is a versatile, mid-sized Federation starship design in Star Trek, best known for its advanced technology, high speed, and the USS Voyager as its most famous example.
  • D. California-class starship
    The California-class starship is a Federation starship design in Star Trek: Lower Decks, known for its focus on support and second-contact missions rather than front-line exploration or combat.
  • E. Galaxy-class starship
    A Galaxy-class starship is a large, advanced Federation starship design in Star Trek, best known as the class of the USS Enterprise-D and noted for its powerful capabilities and extensive crew and civilian facilities.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e679108b1481909677cf80e8e77e76 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087624308c819095fbdddf56d86e7b completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0877441fc88190a6308238638eb6d3 completed May 16, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0877eba3f88190a8e3752a1299404e completed May 16, 2026, 1:58 p.m.
Created at: April 16, 2026, 11:28 a.m.