Triple

T4460065
Position Surface form Disambiguated ID Type / Status
Subject GAU-12 Equalizer E98228 entity
Predicate nomenclature P44079 FINISHED
Object GAU-12/U
GAU-12/U is a five-barrel 25mm Gatling-type rotary cannon used primarily by U.S. military aircraft for high-rate, close air support and anti-armor missions.
E443654 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/U | Statement: [GAU-12 Equalizer, nomenclature, GAU-12/U]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GAU-12/U
Context triple: [GAU-12 Equalizer, nomenclature, GAU-12/U]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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/U
Triple: [GAU-12 Equalizer, nomenclature, GAU-12/U]
Generated description
GAU-12/U is a five-barrel 25mm Gatling-type rotary cannon used primarily by U.S. military aircraft for high-rate, close air support and anti-armor missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GAU-12/U
Target entity description: GAU-12/U is a five-barrel 25mm Gatling-type rotary cannon used primarily by U.S. military aircraft for high-rate, close air support and anti-armor missions.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nomenclature
Context triple: [GAU-12 Equalizer, nomenclature, GAU-12/U]
  • A. namingBasis chosen
    Indicates that one entity serves as the reason, source, or criterion for how another entity is named or designated.
  • B. nomenclaturalCode
    Indicates the formal set of naming rules or code under which an entity’s scientific or taxonomic name is established or governed.
  • C. notation
    Indicates a conventional way of symbolically representing or writing something, such as concepts, quantities, or operations, within a specific system.
  • D. namingStructure
    Indicates a relationship where one entity defines, organizes, or constrains the naming or label format used for another entity.
  • E. classificationTerm
    Indicates that one entity serves as a categorical label or type used to classify or group 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_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_69b6376c8e74819087aa2ff3e4429674 completed March 15, 2026, 4:37 a.m.
NEDg Description generation batch_69b63b3e39608190890b6da972f28eeb completed March 15, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69b63baa6e9081909d9f87d528b4f2bb completed March 15, 2026, 4:55 a.m.
PD Predicate disambiguation batch_69b34f649df081909d3cc2f6a1b8f282 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:33 p.m.