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.