Triple

T1750815
Position Surface form Disambiguated ID Type / Status
Subject Lockheed Martin F-35A Lightning II E38434 entity
Predicate intendedReplacementFor P21015 FINISHED
Object Fairchild Republic A-10 Thunderbolt II
The Fairchild Republic A-10 Thunderbolt II is a heavily armored, close air support attack aircraft renowned for its durability, low-speed maneuverability, and powerful GAU-8/A Avenger 30 mm cannon used primarily to support ground troops.
E199381 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: Fairchild Republic A-10 Thunderbolt II | Statement: [Lockheed Martin F-35A Lightning II, intendedReplacementFor, Fairchild Republic A-10 Thunderbolt II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fairchild Republic A-10 Thunderbolt II
Context triple: [Lockheed Martin F-35A Lightning II, intendedReplacementFor, Fairchild Republic A-10 Thunderbolt II]
  • A. F-5 Freedom Fighter
    The F-5 Freedom Fighter is a lightweight supersonic fighter aircraft developed by Northrop in the United States and widely exported for use by numerous air forces around the world.
  • B. 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.
  • C. 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.
  • D. Alpha Jet
    The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
  • E. A-6 Intruder
    The A-6 Intruder was a twin-engine, all-weather carrier-based attack aircraft used by the U.S. Navy and Marine Corps from the 1960s through the 1990s, noted for its advanced navigation/attack systems and long-range strike capability.
  • 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: Fairchild Republic A-10 Thunderbolt II
Triple: [Lockheed Martin F-35A Lightning II, intendedReplacementFor, Fairchild Republic A-10 Thunderbolt II]
Generated description
The Fairchild Republic A-10 Thunderbolt II is a heavily armored, close air support attack aircraft renowned for its durability, low-speed maneuverability, and powerful GAU-8/A Avenger 30 mm cannon used primarily to support ground troops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fairchild Republic A-10 Thunderbolt II
Target entity description: The Fairchild Republic A-10 Thunderbolt II is a heavily armored, close air support attack aircraft renowned for its durability, low-speed maneuverability, and powerful GAU-8/A Avenger 30 mm cannon used primarily to support ground troops.
  • A. F-5 Freedom Fighter
    The F-5 Freedom Fighter is a lightweight supersonic fighter aircraft developed by Northrop in the United States and widely exported for use by numerous air forces around the world.
  • B. 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.
  • C. 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.
  • D. Alpha Jet
    The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
  • E. A-6 Intruder
    The A-6 Intruder was a twin-engine, all-weather carrier-based attack aircraft used by the U.S. Navy and Marine Corps from the 1960s through the 1990s, noted for its advanced navigation/attack systems and long-range strike capability.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6411cc788190a052b029dbffa7ca completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada989b368819098b788d099f2f8e4 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adae972d1081909cd13e8220c3ccc6 completed March 8, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69adaf9d042481909dbd54d9e04e444e completed March 8, 2026, 5:19 p.m.
Created at: March 4, 2026, 7:31 p.m.