Triple

T6953773
Position Surface form Disambiguated ID Type / Status
Subject Star Trek: Lower Decks E161190 entity
Predicate leadCharacter P1668 FINISHED
Object Ensign Brad Boimler
Ensign Brad Boimler is an ambitious, by-the-book Starfleet officer known for his neurotic dedication to protocol and his misadventures aboard the USS Cerritos in Star Trek: Lower Decks.
E632053 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: Ensign Brad Boimler | Statement: [Star Trek: Lower Decks, leadCharacter, Ensign Brad Boimler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ensign Brad Boimler
Context triple: [Star Trek: Lower Decks, leadCharacter, Ensign Brad Boimler]
  • A. Lt. Cmdr. Bortus
    Lt. Cmdr. Bortus is a stoic, mustachioed Moclan officer serving as second officer and chief of security aboard the exploratory spaceship in the sci-fi comedy-drama series "The Orville."
  • B. Jonathan Archer
    Jonathan Archer is the pioneering Starfleet captain of the starship Enterprise NX-01 in the Star Trek universe, known for leading humanity’s earliest deep-space exploration missions.
  • C. Ensign Pulver
    Ensign Pulver is a 1964 American comedy film that serves as a sequel to "Mister Roberts," focusing on the misadventures of the young naval officer Ensign Frank Pulver during World War II.
  • D. Harry Kim
    Harry Kim is a young, idealistic Starfleet operations officer who serves as the USS Voyager’s ensign and chief operations officer throughout the series Star Trek: Voyager.
  • E. Commander Kelly Grayson
    Commander Kelly Grayson is a central character on the sci-fi comedy-drama series "The Orville," serving as the ship's first officer and the ex-wife of Captain Ed Mercer.
  • 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: Ensign Brad Boimler
Triple: [Star Trek: Lower Decks, leadCharacter, Ensign Brad Boimler]
Generated description
Ensign Brad Boimler is an ambitious, by-the-book Starfleet officer known for his neurotic dedication to protocol and his misadventures aboard the USS Cerritos in Star Trek: Lower Decks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ensign Brad Boimler
Target entity description: Ensign Brad Boimler is an ambitious, by-the-book Starfleet officer known for his neurotic dedication to protocol and his misadventures aboard the USS Cerritos in Star Trek: Lower Decks.
  • A. Lt. Cmdr. Bortus
    Lt. Cmdr. Bortus is a stoic, mustachioed Moclan officer serving as second officer and chief of security aboard the exploratory spaceship in the sci-fi comedy-drama series "The Orville."
  • B. Jonathan Archer
    Jonathan Archer is the pioneering Starfleet captain of the starship Enterprise NX-01 in the Star Trek universe, known for leading humanity’s earliest deep-space exploration missions.
  • C. Ensign Pulver
    Ensign Pulver is a 1964 American comedy film that serves as a sequel to "Mister Roberts," focusing on the misadventures of the young naval officer Ensign Frank Pulver during World War II.
  • D. Malcolm Reed
    Malcolm Reed is the tactical and armory officer aboard the starship Enterprise NX-01 in the television series "Star Trek: Enterprise."
  • E. Charles "Trip" Tucker III
    Charles "Trip" Tucker III is the chief engineer of the starship Enterprise NX-01 in Star Trek: Enterprise, known for his Southern charm, technical brilliance, and close friendship with Captain Jonathan Archer.
  • 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_69c7587ee1b08190b9f53ab7df4a4a58 completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c75a8998308190b99a11d5aaf7436b completed March 28, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c75afddbf88190884d98e4b8a0c9eb completed March 28, 2026, 4:37 a.m.
Created at: March 27, 2026, 2:29 p.m.