Triple

T296607
Position Surface form Disambiguated ID Type / Status
Subject Royal Australian Air Force E6104 entity
Predicate usesAircraft P1524 FINISHED
Object 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.
E38434 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 Martin F-35A Lightning II | Statement: [Royal Australian Air Force, usesAircraft, Lockheed Martin F-35A Lightning II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lockheed Martin F-35A Lightning II
Context triple: [Royal Australian Air Force, usesAircraft, Lockheed Martin F-35A Lightning II]
  • A. 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.
  • B. Lockheed Martin X-35
    The Lockheed Martin X-35 is a prototype stealth multirole fighter that served as the demonstrator for the F-35 Lightning II Joint Strike Fighter program.
  • C. CF-18 Hornet
    The CF-18 Hornet is a Canadian variant of the McDonnell Douglas F/A-18 fighter aircraft, used as a multirole combat jet for air defense and ground attack missions.
  • D. 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.
  • E. Boeing F/A-18E/F Super Hornet
    The Boeing F/A-18E/F Super Hornet is a twin-engine, carrier-capable multirole fighter aircraft used primarily by the U.S. Navy 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: Lockheed Martin F-35A Lightning II
Triple: [Royal Australian Air Force, usesAircraft, Lockheed Martin F-35A Lightning II]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lockheed Martin F-35A Lightning II
Target entity description: 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.
  • A. 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.
  • B. Lockheed Martin X-35
    The Lockheed Martin X-35 is a prototype stealth multirole fighter that served as the demonstrator for the F-35 Lightning II Joint Strike Fighter program.
  • C. CF-18 Hornet
    The CF-18 Hornet is a Canadian variant of the McDonnell Douglas F/A-18 fighter aircraft, used as a multirole combat jet for air defense and ground attack missions.
  • D. 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.
  • E. Boeing F/A-18E/F Super Hornet
    The Boeing F/A-18E/F Super Hornet is a twin-engine, carrier-capable multirole fighter aircraft used primarily by the U.S. Navy for both air-to-air combat and ground-attack 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2e9e273f88190ac5355d1310376ed completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3a88a27648190a691c62f0361fd90 completed March 1, 2026, 2:46 a.m.
NEDg Description generation batch_69a3a90299888190b7f88d6411531823 completed March 1, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69a3a96d153081909fab6bace45206ec completed March 1, 2026, 2:50 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.