Triple

T19544470
Position Surface form Disambiguated ID Type / Status
Subject Paul Comi E489000 entity
Predicate notableRole P22 FINISHED
Object Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror"
Lieutenant Stiles is a Federation helmsman aboard the USS Enterprise whose suspicion and prejudice toward Spock during a tense confrontation with the Romulans highlight themes of bias and wartime paranoia in the classic Star Trek episode "Balance of Terror."
E1382409 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: Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror" | Statement: [Paul Comi, notableRole, Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror"
Context triple: [Paul Comi, notableRole, Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror"]
  • A. Captain Christopher Pike in Star Trek: The Cage
    Captain Christopher Pike in "Star Trek: The Cage" is the introspective and duty-bound starship captain who commands the USS Enterprise in the original unaired pilot of the Star Trek franchise.
  • B. Captain Ronald Tracey in Star Trek: The Original Series
    Captain Ronald Tracey is a Starfleet captain in Star Trek: The Original Series known for violating the Prime Directive and descending into ruthless obsession in the episode "The Omega Glory."
  • C. Captain Terrell in Star Trek II: The Wrath of Khan
    Captain Terrell in Star Trek II: The Wrath of Khan is the conflicted Starfleet commander of the USS Reliant who falls under Khan’s mind control, embodying the film’s themes of duty, manipulation, and sacrifice.
  • D. Star Trek: The Original Series episode "The Man Trap"
    "The Man Trap" is the premiere episode of Star Trek: The Original Series, best known for introducing the crew of the USS Enterprise in broadcast order and featuring a deadly, shape-shifting creature that drains its victims of salt.
  • E. Star Trek: The Original Series episode "Court Martial"
    "Court Martial" is a first-season Star Trek: The Original Series episode in which Captain Kirk faces a formal inquiry and trial after being accused of negligence leading to a crewman's death.
  • 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: Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror"
Triple: [Paul Comi, notableRole, Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror"]
Generated description
Lieutenant Stiles is a Federation helmsman aboard the USS Enterprise whose suspicion and prejudice toward Spock during a tense confrontation with the Romulans highlight themes of bias and wartime paranoia in the classic Star Trek episode "Balance of Terror."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lieutenant Stiles in Star Trek: The Original Series episode "Balance of Terror"
Target entity description: Lieutenant Stiles is a Federation helmsman aboard the USS Enterprise whose suspicion and prejudice toward Spock during a tense confrontation with the Romulans highlight themes of bias and wartime paranoia in the classic Star Trek episode "Balance of Terror."
  • A. Captain Christopher Pike in Star Trek: The Cage
    Captain Christopher Pike in "Star Trek: The Cage" is the introspective and duty-bound starship captain who commands the USS Enterprise in the original unaired pilot of the Star Trek franchise.
  • B. Captain Ronald Tracey in Star Trek: The Original Series
    Captain Ronald Tracey is a Starfleet captain in Star Trek: The Original Series known for violating the Prime Directive and descending into ruthless obsession in the episode "The Omega Glory."
  • C. Captain Terrell in Star Trek II: The Wrath of Khan
    Captain Terrell in Star Trek II: The Wrath of Khan is the conflicted Starfleet commander of the USS Reliant who falls under Khan’s mind control, embodying the film’s themes of duty, manipulation, and sacrifice.
  • D. Star Trek: The Original Series episode "The Man Trap"
    "The Man Trap" is the premiere episode of Star Trek: The Original Series, best known for introducing the crew of the USS Enterprise in broadcast order and featuring a deadly, shape-shifting creature that drains its victims of salt.
  • E. Star Trek: The Original Series episode "Court Martial"
    "Court Martial" is a first-season Star Trek: The Original Series episode in which Captain Kirk faces a formal inquiry and trial after being accused of negligence leading to a crewman's death.
  • 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_69d8e8db5b6c8190984b61f91981f575 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63875cf40819088db7c7969be1e3d completed April 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e86e6ec81908c81fece17063d1f completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a07508df47481908243632334ac7dae completed May 15, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_6a07510c6a188190accce6a17202ace8 completed May 15, 2026, 4:59 p.m.
Created at: April 10, 2026, 1:41 p.m.