Triple

T112160
Position Surface form Disambiguated ID Type / Status
Subject F-35B Lightning II E2270 entity
Predicate designedToReplace P101 FINISHED
Object AV-8B Harrier II
The AV-8B Harrier II is a second-generation, carrier-capable ground-attack aircraft known for its vertical/short takeoff and landing (V/STOL) capability, used primarily by the U.S. Marine Corps and allied forces.
E17772 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: AV-8B Harrier II | Statement: [F-35B Lightning II, designedToReplace, AV-8B Harrier II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AV-8B Harrier II
Context triple: [F-35B Lightning II, designedToReplace, AV-8B Harrier 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. Eurofighter Typhoon Tranche 2
    The Eurofighter Typhoon Tranche 2 is an advanced multirole variant of the Eurofighter fighter aircraft featuring upgraded avionics, weapons integration, and systems enhancements over earlier production batches.
  • C. Lockheed C-130 Hercules
    The Lockheed C-130 Hercules is a four‑engine turboprop military transport aircraft renowned worldwide for its versatility in tactical airlift, humanitarian missions, and special operations since the 1950s.
  • D. Dassault Rafale
    The Dassault Rafale is a French twin-engine, multirole fighter aircraft designed for air superiority, ground attack, reconnaissance, and nuclear deterrence missions.
  • E. Airbus A400M Atlas
    The Airbus A400M Atlas is a European four‑engine turboprop military transport aircraft designed for tactical and strategic airlift, including heavy cargo and troop transport, aerial refueling, and medical evacuation.
  • 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: AV-8B Harrier II
Triple: [F-35B Lightning II, designedToReplace, AV-8B Harrier II]
Generated description
The AV-8B Harrier II is a second-generation, carrier-capable ground-attack aircraft known for its vertical/short takeoff and landing (V/STOL) capability, used primarily by the U.S. Marine Corps and allied forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AV-8B Harrier II
Target entity description: The AV-8B Harrier II is a second-generation, carrier-capable ground-attack aircraft known for its vertical/short takeoff and landing (V/STOL) capability, used primarily by the U.S. Marine Corps and allied forces.
  • 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. Eurofighter Typhoon Tranche 2
    The Eurofighter Typhoon Tranche 2 is an advanced multirole variant of the Eurofighter fighter aircraft featuring upgraded avionics, weapons integration, and systems enhancements over earlier production batches.
  • C. Lockheed C-130 Hercules
    The Lockheed C-130 Hercules is a four‑engine turboprop military transport aircraft renowned worldwide for its versatility in tactical airlift, humanitarian missions, and special operations since the 1950s.
  • D. Dassault Rafale
    The Dassault Rafale is a French twin-engine, multirole fighter aircraft designed for air superiority, ground attack, reconnaissance, and nuclear deterrence missions.
  • E. Airbus A400M Atlas
    The Airbus A400M Atlas is a European four‑engine turboprop military transport aircraft designed for tactical and strategic airlift, including heavy cargo and troop transport, aerial refueling, and medical evacuation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: designedToReplace
Context triple: [F-35B Lightning II, designedToReplace, AV-8B Harrier II]
  • A. replacedSystemUsedUntil
    Indicates that one system was used up until it was replaced by another system.
  • B. wasSupersededBy chosen
    Indicates that one entity has been replaced or made obsolete by another entity that takes over its role or function.
  • C. rebuiltFor
    Indicates that one entity has been reconstructed, renovated, or modified specifically to serve the needs, purposes, or use of another entity.
  • D. discontinuedIn
    Indicates that an item, product, or service stopped being produced, offered, or supported starting in a specified time or place.
  • E. redesigned
    Indicates that an entity has been modified or created anew in terms of its structure, appearance, or functionality, replacing a previous design.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a258808ff08190a06b6206f635612b completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2c272c04481909ad035b719ac4798 completed Feb. 28, 2026, 10:24 a.m.
NEDg Description generation batch_69a2c44e144c819084b65ec9283f5ca6 completed Feb. 28, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_69a2c4a49b288190b10a54aa37160e31 completed Feb. 28, 2026, 10:34 a.m.
PD Predicate disambiguation batch_69a256425a488190959d71e39e699d90 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.