Triple

T6864990
Position Surface form Disambiguated ID Type / Status
Subject Lockheed Skunk Works E158378 entity
Predicate notableProduct P1448 FINISHED
Object Lockheed F-117 Nighthawk
The Lockheed F-117 Nighthawk is a pioneering American stealth attack aircraft designed for radar-evading precision strikes, famously used by the U.S. Air Force from the 1980s through the early 2000s.
E623325 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: Lockheed F-117 Nighthawk | Statement: [Lockheed Skunk Works, notableProduct, Lockheed F-117 Nighthawk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lockheed F-117 Nighthawk
Context triple: [Lockheed Skunk Works, notableProduct, Lockheed F-117 Nighthawk]
  • A. F-22 Raptor
    The F-22 Raptor is a U.S. fifth-generation stealth air superiority fighter jet known for its advanced avionics, supercruise capability, and exceptional maneuverability.
  • B. YF-23 Black Widow II
    The YF-23 Black Widow II was an experimental stealth fighter prototype developed by Northrop/McDonnell Douglas for the U.S. Air Force’s Advanced Tactical Fighter program, competing against what became the F-22 Raptor.
  • C. Lockheed Martin F-35A Lightning II
    The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
  • D. General Atomics MQ-9 Reaper
    The General Atomics MQ-9 Reaper is a U.S.-designed, remotely piloted combat drone primarily used for long-endurance intelligence, surveillance, reconnaissance, and precision strike missions.
  • E. F-35 Lightning II
    The F-35 Lightning II is a family of stealth multirole combat aircraft developed by Lockheed Martin for the U.S. and allied nations, designed to perform air-to-air, air-to-ground, and intelligence, surveillance, and reconnaissance missions.
  • 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: Lockheed F-117 Nighthawk
Triple: [Lockheed Skunk Works, notableProduct, Lockheed F-117 Nighthawk]
Generated description
The Lockheed F-117 Nighthawk is a pioneering American stealth attack aircraft designed for radar-evading precision strikes, famously used by the U.S. Air Force from the 1980s through the early 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lockheed F-117 Nighthawk
Target entity description: The Lockheed F-117 Nighthawk is a pioneering American stealth attack aircraft designed for radar-evading precision strikes, famously used by the U.S. Air Force from the 1980s through the early 2000s.
  • A. F-22 Raptor
    The F-22 Raptor is a U.S. fifth-generation stealth air superiority fighter jet known for its advanced avionics, supercruise capability, and exceptional maneuverability.
  • B. YF-23 Black Widow II
    The YF-23 Black Widow II was an experimental stealth fighter prototype developed by Northrop/McDonnell Douglas for the U.S. Air Force’s Advanced Tactical Fighter program, competing against what became the F-22 Raptor.
  • C. Lockheed Martin F-35A Lightning II
    The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
  • D. General Atomics MQ-9 Reaper
    The General Atomics MQ-9 Reaper is a U.S.-designed, remotely piloted combat drone primarily used for long-endurance intelligence, surveillance, reconnaissance, and precision strike missions.
  • E. F-35 Lightning II
    The F-35 Lightning II is a family of stealth multirole combat aircraft developed by Lockheed Martin for the U.S. and allied nations, designed to perform air-to-air, air-to-ground, and intelligence, surveillance, and reconnaissance missions.
  • 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d88af6d88190ac9faa32fa1bfa0e completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72ff153d48190a4b0d4e403457fe8 completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c730e882308190a3fbc61245941338 completed March 28, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c7316a9cc081908c088725cb7626e8 completed March 28, 2026, 1:39 a.m.
Created at: March 27, 2026, 2:21 p.m.