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.