Triple

T18631890
Position Surface form Disambiguated ID Type / Status
Subject Hughes Falcon missile family E455436 entity
Predicate usedWithFireControlSystem P18626 FINISHED
Object Hughes MA-1 fire control system
The Hughes MA-1 was an integrated airborne fire control system used in early U.S. Air Force interceptor aircraft to automate target detection, tracking, and missile guidance during the Cold War.
E1334934 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: Hughes MA-1 fire control system | Statement: [Hughes Falcon missile family, usedWithFireControlSystem, Hughes MA-1 fire control system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hughes MA-1 fire control system
Context triple: [Hughes Falcon missile family, usedWithFireControlSystem, Hughes MA-1 fire control system]
  • A. Hughes MG-10 fire-control system
    The Hughes MG-10 was an airborne radar and fire-control system used to guide air-to-air missiles and manage interception missions in early Cold War U.S. jet fighters.
  • B. Blenda fire-control system
    The Blenda fire-control system is a Polish-developed radar and command system by PIT-RADWAR designed to detect, track, and engage aerial targets for modern air-defense applications.
  • C. Hughes AN/APG-65 radar
    The Hughes AN/APG-65 is a multimode, pulse-Doppler fire-control radar system widely used in modern fighter aircraft such as the F/A-18 Hornet for air-to-air and air-to-ground missions.
  • D. SNR-125 fire-control radar
    The SNR-125 is the fire-control radar system used to track targets and guide missiles for the Soviet-designed S-125 Neva/Pechora surface-to-air missile system.
  • E. Missiles and Fire Control
    Missiles and Fire Control is a major Lockheed Martin business unit specializing in advanced missile systems, fire control solutions, and related defense technologies for military and aerospace applications.
  • 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: Hughes MA-1 fire control system
Triple: [Hughes Falcon missile family, usedWithFireControlSystem, Hughes MA-1 fire control system]
Generated description
The Hughes MA-1 was an integrated airborne fire control system used in early U.S. Air Force interceptor aircraft to automate target detection, tracking, and missile guidance during the Cold War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hughes MA-1 fire control system
Target entity description: The Hughes MA-1 was an integrated airborne fire control system used in early U.S. Air Force interceptor aircraft to automate target detection, tracking, and missile guidance during the Cold War.
  • A. Hughes MG-10 fire-control system
    The Hughes MG-10 was an airborne radar and fire-control system used to guide air-to-air missiles and manage interception missions in early Cold War U.S. jet fighters.
  • B. Blenda fire-control system
    The Blenda fire-control system is a Polish-developed radar and command system by PIT-RADWAR designed to detect, track, and engage aerial targets for modern air-defense applications.
  • C. Hughes AN/APG-65 radar
    The Hughes AN/APG-65 is a multimode, pulse-Doppler fire-control radar system widely used in modern fighter aircraft such as the F/A-18 Hornet for air-to-air and air-to-ground missions.
  • D. SNR-125 fire-control radar
    The SNR-125 is the fire-control radar system used to track targets and guide missiles for the Soviet-designed S-125 Neva/Pechora surface-to-air missile system.
  • E. Missiles and Fire Control
    Missiles and Fire Control is a major Lockheed Martin business unit specializing in advanced missile systems, fire control solutions, and related defense technologies for military and aerospace applications.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usedWithFireControlSystem
Context triple: [Hughes Falcon missile family, usedWithFireControlSystem, Hughes MA-1 fire control system]
  • A. hasFireControlSystem chosen
    Indicates that an entity is equipped with or includes a fire control system used to detect, track, and direct weapons or suppression against targets.
  • B. fireControlSystem
    Indicates a relationship where a system monitors, directs, and coordinates the detection, targeting, and firing of weapons or other actuators to control the application of force or energy.
  • C. firingControl
    Indicates a relationship where one entity directs, regulates, or initiates the firing or discharge action of another entity or system.
  • D. fireControlFeature
    Indicates a relationship where an entity possesses or is associated with a capability or mechanism for directing, managing, or controlling the use of fire or weapon fire.
  • E. usedOnWeaponSystem
    Indicates that something (such as a component, technology, or material) is employed as part of, or in conjunction with, a weapon system.
  • 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_69d8d38cc7948190a55ea64e5638994e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54fc4c5648190b771e9b080e98c15 completed April 19, 2026, 9:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050d7e812c8190ab055062a4479474 completed May 13, 2026, 11:47 p.m.
NEDg Description generation batch_6a050fd68c8c8190a34253dd79090280 completed May 13, 2026, 11:57 p.m.
NED2 Entity disambiguation (via description) batch_6a05108fdea081909fd0a1ccdeaeb704 completed May 14, 2026, midnight
PD Predicate disambiguation batch_69e478d4a7948190a4bb9223bb5dddfc completed April 19, 2026, 6:40 a.m.
Created at: April 10, 2026, 11:46 a.m.