Triple

T1359300
Position Surface form Disambiguated ID Type / Status
Subject F-16 Fighting Falcon E29060 entity
Predicate variant P4680 FINISHED
Object F-16V Viper upgrade
The F-16V Viper upgrade is a modernized configuration of the F-16 featuring advanced avionics, an AESA radar, improved mission systems, and enhanced combat capabilities to extend the fighter’s operational life.
E156236 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: F-16V Viper upgrade | Statement: [F-16 Fighting Falcon, variant, F-16V Viper upgrade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F-16V Viper upgrade
Context triple: [F-16 Fighting Falcon, variant, F-16V Viper upgrade]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Eurofighter Typhoon Tranche 3
    The Eurofighter Typhoon Tranche 3 is an advanced production standard of the Eurofighter multirole combat aircraft, incorporating upgraded avionics, sensors, and systems to enhance air-to-air and air-to-ground capabilities.
  • 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-16V Viper upgrade
Triple: [F-16 Fighting Falcon, variant, F-16V Viper upgrade]
Generated description
The F-16V Viper upgrade is a modernized configuration of the F-16 featuring advanced avionics, an AESA radar, improved mission systems, and enhanced combat capabilities to extend the fighter’s operational life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: F-16V Viper upgrade
Target entity description: The F-16V Viper upgrade is a modernized configuration of the F-16 featuring advanced avionics, an AESA radar, improved mission systems, and enhanced combat capabilities to extend the fighter’s operational life.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Eurofighter Typhoon Tranche 3
    The Eurofighter Typhoon Tranche 3 is an advanced production standard of the Eurofighter multirole combat aircraft, incorporating upgraded avionics, sensors, and systems to enhance air-to-air and air-to-ground capabilities.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c290db288190910fcfa17e902663 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce725fec819085f6de8e6e368aa4 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf9ac120819084c21fb7b88c050a completed March 8, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_69accff8af488190a7580cf7c02ceed9 completed March 8, 2026, 1:25 a.m.
Created at: March 1, 2026, 7:56 p.m.