Triple

T4460060
Position Surface form Disambiguated ID Type / Status
Subject GAU-12 Equalizer E98228 entity
Predicate relatedWeapon P6948 FINISHED
Object GAU-8 Avenger
The GAU-8 Avenger is a massive 30mm seven-barrel Gatling-type autocannon best known as the primary armament of the A-10 Thunderbolt II ground-attack aircraft, designed for devastating anti-armor firepower.
E443088 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: GAU-8 Avenger | Statement: [GAU-12 Equalizer, relatedWeapon, GAU-8 Avenger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GAU-8 Avenger
Context triple: [GAU-12 Equalizer, relatedWeapon, GAU-8 Avenger]
  • A. 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.
  • B. M61A1 Vulcan 20 mm cannon
    The M61A1 Vulcan 20 mm cannon is a six-barreled, electrically driven Gatling-style rotary cannon widely used on modern fighter aircraft for high-rate-of-fire air-to-air and air-to-ground engagements.
  • C. 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.
  • D. M242 Bushmaster 25 mm chain gun
    The M242 Bushmaster 25 mm chain gun is a widely used, externally powered autocannon known for its reliability and versatility on armored vehicles and naval platforms.
  • E. AC-130 gunship
    The AC-130 gunship is a heavily armed, long-endurance ground-attack variant of the C-130 Hercules transport aircraft used by the U.S. Air Force for close air support, air interdiction, and force protection.
  • 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-8 Avenger
Triple: [GAU-12 Equalizer, relatedWeapon, GAU-8 Avenger]
Generated description
The GAU-8 Avenger is a massive 30mm seven-barrel Gatling-type autocannon best known as the primary armament of the A-10 Thunderbolt II ground-attack aircraft, designed for devastating anti-armor firepower.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GAU-8 Avenger
Target entity description: The GAU-8 Avenger is a massive 30mm seven-barrel Gatling-type autocannon best known as the primary armament of the A-10 Thunderbolt II ground-attack aircraft, designed for devastating anti-armor firepower.
  • A. 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.
  • B. M61A1 Vulcan 20 mm cannon
    The M61A1 Vulcan 20 mm cannon is a six-barreled, electrically driven Gatling-style rotary cannon widely used on modern fighter aircraft for high-rate-of-fire air-to-air and air-to-ground engagements.
  • C. 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.
  • D. M242 Bushmaster 25 mm chain gun
    The M242 Bushmaster 25 mm chain gun is a widely used, externally powered autocannon known for its reliability and versatility on armored vehicles and naval platforms.
  • E. AC-130 gunship
    The AC-130 gunship is a heavily armed, long-endurance ground-attack variant of the C-130 Hercules transport aircraft used by the U.S. Air Force for close air support, air interdiction, and force protection.
  • 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_69b3454a7c608190944f5455c8031d73 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35673337c8190b923159791ec27e3 completed March 13, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6284431c48190aa1553ff89f2239f completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b629532cac8190b959adc0ef13305a completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62d9c287c8190a305f9d21517f913 completed March 15, 2026, 3:55 a.m.
Created at: March 12, 2026, 11:33 p.m.