Triple

T650017
Position Surface form Disambiguated ID Type / Status
Subject Joint Strike Fighter program E11324 entity
Predicate primaryOutcome P1634 FINISHED
Object 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.
E116717 NE FINISHED

How this triple was built (5 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: F-35 Lightning II | Statement: [Joint Strike Fighter program, primaryOutcome, F-35 Lightning II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F-35 Lightning II
Context triple: [Joint Strike Fighter program, primaryOutcome, F-35 Lightning II]
  • A. 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.
  • B. F-35C Lightning II
    The F-35C Lightning II is the U.S. Navy’s carrier-capable variant of the stealth multirole Joint Strike Fighter, designed for catapult launches, arrested recoveries, and long-range strike and air superiority missions at sea.
  • C. F-35B Lightning II
    The F-35B Lightning II is a fifth-generation, stealth, short takeoff and vertical landing (STOVL) multirole fighter jet used by several air arms, including the Royal Air Force and Royal Navy.
  • D. 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.
  • E. F-16 Fighting Falcon
    The F-16 Fighting Falcon is a highly maneuverable, multirole jet fighter widely used by air forces around the world for both air-to-air combat and ground-attack 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: F-35 Lightning II
Triple: [Joint Strike Fighter program, primaryOutcome, F-35 Lightning II]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: F-35 Lightning II
Target entity description: 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.
  • A. 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.
  • B. F-35C Lightning II
    The F-35C Lightning II is the U.S. Navy’s carrier-capable variant of the stealth multirole Joint Strike Fighter, designed for catapult launches, arrested recoveries, and long-range strike and air superiority missions at sea.
  • C. F-35B Lightning II
    The F-35B Lightning II is a fifth-generation, stealth, short takeoff and vertical landing (STOVL) multirole fighter jet used by several air arms, including the Royal Air Force and Royal Navy.
  • D. 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.
  • E. F-16 Fighting Falcon
    The F-16 Fighting Falcon is a highly maneuverable, multirole jet fighter widely used by air forces around the world for both air-to-air combat and ground-attack missions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: primaryOutcome
Context triple: [Joint Strike Fighter program, primaryOutcome, F-35 Lightning II]
  • A. primaryCriterion
    Indicates that one factor is designated as the main or most important basis for a decision, judgment, or selection among alternatives.
  • B. primaryEffect chosen
    Indicates the main direct outcome or consequence that results from a given cause, action, or condition.
  • C. primaryDirection
    Indicates the main or dominant directional orientation associated with an entity or relation.
  • D. primaryMode
    Indicates the main or most commonly used method, manner, or form in which an action, process, or interaction is carried out between entities.
  • E. primaryTarget
    Indicates that an entity is the main or most important target of another entity’s action, focus, or effect.
  • F. None of above.

Provenance (6 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_69a493266a2881909daf4c40f719dee8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f31e70c81909a2ac1d939f7ec07 completed March 1, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2573c6a48190bfe9b7f2ec026462 completed March 7, 2026, 1:17 p.m.
NEDg Description generation batch_69ac25dc9ee88190b7d7e72c6f7c8c76 completed March 7, 2026, 1:19 p.m.
NED2 Entity disambiguation (via description) batch_69ac2636ef5c8190909ff4e65c6787c5 completed March 7, 2026, 1:20 p.m.
PD Predicate disambiguation batch_69a49d0eade081909c47e85ed55f808d completed March 1, 2026, 8:09 p.m.
Created at: March 1, 2026, 7:36 p.m.