Triple

T7441401
Position Surface form Disambiguated ID Type / Status
Subject Lauren Sánchez E171761 entity
Predicate founded P104 FINISHED
Object Black Ops Aviation
Black Ops Aviation is an aerial film and production company specializing in helicopter-based cinematography and aerial imaging.
E664891 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: Black Ops Aviation | Statement: [Lauren Sánchez, founded, Black Ops Aviation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Ops Aviation
Context triple: [Lauren Sánchez, founded, Black Ops Aviation]
  • A. Shturmovik
    Shturmovik is the famous Soviet World War II ground-attack aircraft, renowned for its heavy armor and pivotal role in close air support on the Eastern Front.
  • B. Warhawk
    Warhawk is the NATO reporting name for the Curtiss P-40, a World War II-era American single-engine fighter and ground-attack aircraft.
  • C. Warfighter’s Edge
    Warfighter’s Edge is the official motto of the U.S. Air Force Materiel Command, emphasizing its mission to provide technological and logistical advantages to military personnel in combat.
  • D. Aces High
    "Aces High" is a fast-paced heavy metal song by Iron Maiden that vividly depicts an RAF fighter pilot’s experience during the Battle of Britain in World War II.
  • E. Final Flight
    "Final Flight" is a dramatic orchestral cue from Jerry Goldsmith’s score for the film Star Trek: Nemesis, underscoring one of the movie’s climactic space battle sequences.
  • 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: Black Ops Aviation
Triple: [Lauren Sánchez, founded, Black Ops Aviation]
Generated description
Black Ops Aviation is an aerial film and production company specializing in helicopter-based cinematography and aerial imaging.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Ops Aviation
Target entity description: Black Ops Aviation is an aerial film and production company specializing in helicopter-based cinematography and aerial imaging.
  • A. Shturmovik
    Shturmovik is the famous Soviet World War II ground-attack aircraft, renowned for its heavy armor and pivotal role in close air support on the Eastern Front.
  • B. Warhawk
    Warhawk is the NATO reporting name for the Curtiss P-40, a World War II-era American single-engine fighter and ground-attack aircraft.
  • C. Warfighter’s Edge
    Warfighter’s Edge is the official motto of the U.S. Air Force Materiel Command, emphasizing its mission to provide technological and logistical advantages to military personnel in combat.
  • D. Aces High
    "Aces High" is a fast-paced heavy metal song by Iron Maiden that vividly depicts an RAF fighter pilot’s experience during the Battle of Britain in World War II.
  • E. Final Flight
    "Final Flight" is a dramatic orchestral cue from Jerry Goldsmith’s score for the film Star Trek: Nemesis, underscoring one of the movie’s climactic space battle sequences.
  • 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_69c68a64228c8190affaec2a8127ce7b completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f36b9a3c81908abcc2a64d3e6061 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827976b9081909ac722b397ae0d97 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c82817899081909436781c9f249c1d completed March 28, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c828a5c2f88190aedd55d40520c672 completed March 28, 2026, 7:14 p.m.
Created at: March 27, 2026, 3:13 p.m.