Triple

T822167
Position Surface form Disambiguated ID Type / Status
Subject AV-8B Harrier II E17772 entity
Predicate armamentOption P6948 FINISHED
Object GAU-12 Equalizer 25 mm cannon
The GAU-12 Equalizer is a five-barrel 25 mm Gatling-type rotary cannon used primarily by U.S. military aircraft for high-rate, close air support and ground-attack missions.
E98228 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: GAU-12 Equalizer 25 mm cannon | Statement: [AV-8B Harrier II, armamentOption, GAU-12 Equalizer 25 mm cannon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GAU-12 Equalizer 25 mm cannon
Context triple: [AV-8B Harrier II, armamentOption, GAU-12 Equalizer 25 mm cannon]
  • A. 40 mm Bofors autocannon
    The 40 mm Bofors autocannon is a widely used, rapid-firing anti-aircraft and multi-purpose gun system renowned for its reliability and effectiveness since World War II.
  • B. AGM-114 Hellfire
    The AGM-114 Hellfire is a U.S.-developed air-to-surface precision-guided missile widely used from helicopters, drones, and fixed-wing aircraft for anti-armor and strike missions.
  • C. Mauser BK-27 27 mm cannon
    The Mauser BK-27 is a German-designed 27 mm revolver cannon widely used in modern fighter aircraft for high-rate, accurate air-to-air and air-to-ground fire.
  • D. 7.62 mm M240 machine gun
    The 7.62 mm M240 machine gun is a belt-fed, gas-operated general-purpose machine gun widely used by U.S. and NATO forces for infantry support and as a mounted weapon on vehicles and aircraft.
  • E. GIAT 30M 30 mm cannon
    The GIAT 30M 30 mm cannon is a French single-barrel, revolver-type aircraft autocannon known for its high rate of fire and use on modern fighter jets such as the Dassault Rafale.
  • 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: GAU-12 Equalizer 25 mm cannon
Triple: [AV-8B Harrier II, armamentOption, GAU-12 Equalizer 25 mm cannon]
Generated description
The GAU-12 Equalizer is a five-barrel 25 mm Gatling-type rotary cannon used primarily by U.S. military aircraft for high-rate, close air support and ground-attack missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GAU-12 Equalizer 25 mm cannon
Target entity description: The GAU-12 Equalizer is a five-barrel 25 mm Gatling-type rotary cannon used primarily by U.S. military aircraft for high-rate, close air support and ground-attack missions.
  • A. 40 mm Bofors autocannon
    The 40 mm Bofors autocannon is a widely used, rapid-firing anti-aircraft and multi-purpose gun system renowned for its reliability and effectiveness since World War II.
  • B. AGM-114 Hellfire
    The AGM-114 Hellfire is a U.S.-developed air-to-surface precision-guided missile widely used from helicopters, drones, and fixed-wing aircraft for anti-armor and strike missions.
  • C. Mauser BK-27 27 mm cannon
    The Mauser BK-27 is a German-designed 27 mm revolver cannon widely used in modern fighter aircraft for high-rate, accurate air-to-air and air-to-ground fire.
  • D. 7.62 mm M240 machine gun
    The 7.62 mm M240 machine gun is a belt-fed, gas-operated general-purpose machine gun widely used by U.S. and NATO forces for infantry support and as a mounted weapon on vehicles and aircraft.
  • E. GIAT 30M 30 mm cannon
    The GIAT 30M 30 mm cannon is a French single-barrel, revolver-type aircraft autocannon known for its high rate of fire and use on modern fighter jets such as the Dassault Rafale.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: armamentOption
Context triple: [AV-8B Harrier II, armamentOption, GAU-12 Equalizer 25 mm cannon]
  • A. primaryArmament
    Indicates the main weapon or principal offensive system that an entity (such as a vehicle, vessel, or platform) is equipped with or uses.
  • B. secondaryArmament
    Indicates that one entity serves as a secondary or auxiliary weapon system associated with another primary platform or armament.
  • C. weaponCapability
    Indicates that one entity has the ability to use, deploy, or function as a weapon against another entity or target.
  • D. weaponsUsed
    Indicates that one entity employed or utilized another entity as a weapon in carrying out an action or event.
  • E. weapon chosen
    Indicates that one entity is used as a weapon by, or serves as the weapon of, another entity.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab976094819086d676404d745750 completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d91c2948190bc13a223548facba completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a77e828bb08190a67768d08557f305 completed March 4, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69a77efbc2ac819083a900d2ecd8924e completed March 4, 2026, 12:38 a.m.
PD Predicate disambiguation batch_69a4aa76a7808190ac7fd9ba1a4cebcb completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:38 p.m.