Triple

T4460059
Position Surface form Disambiguated ID Type / Status
Subject GAU-12 Equalizer E98228 entity
Predicate relatedWeapon P6948 FINISHED
Object GAU-22/A
The GAU-22/A is a four-barrel 25mm Gatling-type rotary cannon developed for the F-35 Lightning II, offering high rate-of-fire air-to-air and air-to-ground capability in a compact, aircraft-integrated design.
E443087 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-22/A | Statement: [GAU-12 Equalizer, relatedWeapon, GAU-22/A]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GAU-22/A
Context triple: [GAU-12 Equalizer, relatedWeapon, GAU-22/A]
  • A. AC-7
    AC-7 was a class of Southern Pacific Railroad articulated steam locomotives of the distinctive cab-forward design used primarily for heavy freight service over mountainous routes.
  • B. OH-6 Cayuse
    The OH-6 Cayuse is a light observation and utility helicopter originally developed for the U.S. Army, known for its agility, compact size, and extensive use in reconnaissance and special operations roles.
  • C. AC-119K Stinger
    The AC-119K Stinger was a heavily armed U.S. Air Force gunship variant of the C-119 used during the Vietnam War for close air support and interdiction missions.
  • D. Bell 206
    The Bell 206 is a family of light, twin-blade helicopters widely used around the world for training, transport, and utility missions in both civilian and military roles.
  • E. AH-6 Little Bird
    The AH-6 Little Bird is a light attack and reconnaissance helicopter used by U.S. special operations forces for highly agile, low-level missions.
  • 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-22/A
Triple: [GAU-12 Equalizer, relatedWeapon, GAU-22/A]
Generated description
The GAU-22/A is a four-barrel 25mm Gatling-type rotary cannon developed for the F-35 Lightning II, offering high rate-of-fire air-to-air and air-to-ground capability in a compact, aircraft-integrated design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GAU-22/A
Target entity description: The GAU-22/A is a four-barrel 25mm Gatling-type rotary cannon developed for the F-35 Lightning II, offering high rate-of-fire air-to-air and air-to-ground capability in a compact, aircraft-integrated design.
  • A. AC-7
    AC-7 was a class of Southern Pacific Railroad articulated steam locomotives of the distinctive cab-forward design used primarily for heavy freight service over mountainous routes.
  • B. OH-6 Cayuse
    The OH-6 Cayuse is a light observation and utility helicopter originally developed for the U.S. Army, known for its agility, compact size, and extensive use in reconnaissance and special operations roles.
  • C. AC-119K Stinger
    The AC-119K Stinger was a heavily armed U.S. Air Force gunship variant of the C-119 used during the Vietnam War for close air support and interdiction missions.
  • D. Bell 206
    The Bell 206 is a family of light, twin-blade helicopters widely used around the world for training, transport, and utility missions in both civilian and military roles.
  • E. AH-6 Little Bird
    The AH-6 Little Bird is a light attack and reconnaissance helicopter used by U.S. special operations forces for highly agile, low-level missions.
  • 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.