Triple

T5682355
Position Surface form Disambiguated ID Type / Status
Subject Department of the Air Force awards E125226 entity
Predicate includesBadge P4681 FINISHED
Object Air Force Pilot Badge
The Air Force Pilot Badge is a military aviation insignia worn by qualified United States Air Force pilots to signify their aeronautical rating and status as rated aircrew.
E541054 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: Air Force Pilot Badge | Statement: [Department of the Air Force awards, includesBadge, Air Force Pilot Badge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Force Pilot Badge
Context triple: [Department of the Air Force awards, includesBadge, Air Force Pilot Badge]
  • A. Aviation Badge
    The Aviation Badge is a U.S. Army qualification insignia awarded to soldiers who have completed required training and duties in aviation-related roles such as pilots, aircrew, and support personnel.
  • B. Flight Surgeon Badge
    The Flight Surgeon Badge is a U.S. Army military insignia awarded to medical officers who are specially trained and qualified in aviation medicine and support of Army flight operations.
  • C. Air Force Achievement Medal
    The Air Force Achievement Medal is a U.S. military decoration awarded to Air Force personnel for outstanding achievement or meritorious service of a lesser degree than that required for higher commendation medals.
  • D. Parachutist Badge
    The Parachutist Badge is a U.S. military qualification insignia awarded to service members who complete airborne training and demonstrate proficiency in parachute operations.
  • E. Hap Arnold wings
    Hap Arnold wings are a historic U.S. military aviation insignia featuring a star with a central circle and stylized wings, long associated with American air power and the early U.S. air services.
  • 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: Air Force Pilot Badge
Triple: [Department of the Air Force awards, includesBadge, Air Force Pilot Badge]
Generated description
The Air Force Pilot Badge is a military aviation insignia worn by qualified United States Air Force pilots to signify their aeronautical rating and status as rated aircrew.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Force Pilot Badge
Target entity description: The Air Force Pilot Badge is a military aviation insignia worn by qualified United States Air Force pilots to signify their aeronautical rating and status as rated aircrew.
  • A. Aviation Badge
    The Aviation Badge is a U.S. Army qualification insignia awarded to soldiers who have completed required training and duties in aviation-related roles such as pilots, aircrew, and support personnel.
  • B. Flight Surgeon Badge
    The Flight Surgeon Badge is a U.S. Army military insignia awarded to medical officers who are specially trained and qualified in aviation medicine and support of Army flight operations.
  • C. Air Force Achievement Medal
    The Air Force Achievement Medal is a U.S. military decoration awarded to Air Force personnel for outstanding achievement or meritorious service of a lesser degree than that required for higher commendation medals.
  • D. Parachutist Badge
    The Parachutist Badge is a U.S. military qualification insignia awarded to service members who complete airborne training and demonstrate proficiency in parachute operations.
  • E. Hap Arnold wings
    Hap Arnold wings are a historic U.S. military aviation insignia featuring a star with a central circle and stylized wings, long associated with American air power and the early U.S. air services.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: includesBadge
Context triple: [Department of the Air Force awards, includesBadge, Air Force Pilot Badge]
  • A. includes
    Indicates that one entity contains, encompasses, or has another entity as a part, member, or subset.
  • B. badge chosen
    Indicates that one entity confers, displays, or is associated with a symbolic mark or emblem representing status, achievement, role, or affiliation in relation to another entity.
  • C. hasBadgeSystem
    Indicates that an entity includes or supports a badge-based system for recognizing or tracking achievements, statuses, or milestones.
  • D. brandIncludes
    Indicates that a broader brand or brand portfolio encompasses, owns, or contains the specified sub-brand, product line, or branded entity.
  • E. badgeEngineeredFrom
    Indicates that a badge is derived, created, or generated based on another underlying source, design, or system.
  • 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_69c0082a884c8190a79001bae658941f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0248751bc8190b12aaa42d1ef17e3 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a35dd9c8190acd2ee8e94f309a6 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
PD Predicate disambiguation batch_69c021be59088190a81c880957f666ab completed March 22, 2026, 5:07 p.m.
Created at: March 22, 2026, 3:44 p.m.