Triple

T19724155
Position Surface form Disambiguated ID Type / Status
Subject Marksmanship Qualification Badge E473680 entity
Predicate relatedTo P37 FINISHED
Object Air Force Small Arms Expert Marksmanship Ribbon
The Air Force Small Arms Expert Marksmanship Ribbon is a United States Air Force military award presented to personnel who demonstrate expert-level proficiency with designated small arms weapons.
 E473680 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: Air Force Small Arms Expert Marksmanship Ribbon | Statement: [Marksmanship Qualification Badge, relatedTo, Air Force Small Arms Expert Marksmanship Ribbon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air Force Small Arms Expert Marksmanship Ribbon
Context triple: [Marksmanship Qualification Badge, relatedTo, Air Force Small Arms Expert Marksmanship Ribbon]
  • A. Distinguished Rifleman Badge
    The Distinguished Rifleman Badge is a prestigious U.S. marksmanship award presented to civilian and military shooters who demonstrate exceptional skill in rifle competition.
  • B. Army NCO Professional Development Ribbon
    The Army NCO Professional Development Ribbon is a U.S. Army military award recognizing enlisted soldiers for completing prescribed levels of noncommissioned officer professional development courses.
  • C. Armed Forces Service Medal ribbon
    The Armed Forces Service Medal ribbon is a U.S. military award ribbon recognizing participation in significant non-combat military operations or activities.
  • D. Marksmanship Qualification Badge
    The Marksmanship Qualification Badge is a U.S. military award that recognizes a service member’s proficiency with individual weapons, typically in levels such as Marksman, Sharpshooter, and Expert.
  • E. Navy Expert Rifleman Medal ribbon
    The Navy Expert Rifleman Medal ribbon is a U.S. Navy marksmanship award ribbon worn by sailors who have qualified at the expert level with the service rifle.
  • 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 Small Arms Expert Marksmanship Ribbon
Triple: [Marksmanship Qualification Badge, relatedTo, Air Force Small Arms Expert Marksmanship Ribbon]
Generated description
The Air Force Small Arms Expert Marksmanship Ribbon is a United States Air Force military award presented to personnel who demonstrate expert-level proficiency with designated small arms weapons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air Force Small Arms Expert Marksmanship Ribbon
Target entity description: The Air Force Small Arms Expert Marksmanship Ribbon is a United States Air Force military award presented to personnel who demonstrate expert-level proficiency with designated small arms weapons.
  • A. Distinguished Rifleman Badge
    The Distinguished Rifleman Badge is a prestigious U.S. marksmanship award presented to civilian and military shooters who demonstrate exceptional skill in rifle competition.
  • B. Army NCO Professional Development Ribbon
    The Army NCO Professional Development Ribbon is a U.S. Army military award recognizing enlisted soldiers for completing prescribed levels of noncommissioned officer professional development courses.
  • C. Armed Forces Service Medal ribbon
    The Armed Forces Service Medal ribbon is a U.S. military award ribbon recognizing participation in significant non-combat military operations or activities.
  • D. Marksmanship Qualification Badge chosen
    The Marksmanship Qualification Badge is a U.S. military award that recognizes a service member’s proficiency with individual weapons, typically in levels such as Marksman, Sharpshooter, and Expert.
  • E. Navy Expert Rifleman Medal ribbon
    The Navy Expert Rifleman Medal ribbon is a U.S. Navy marksmanship award ribbon worn by sailors who have qualified at the expert level with the service rifle.
  • F. None of above.

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_69d8e517ebd48190979ee76723bcfadf completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e649f70bac8190823cb3dfbd085a99 completed April 20, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4ec24548190826f8dc75f1de8b7 completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b7600d788190821ed051d074c190 completed May 16, 2026, 12:16 a.m.
NED2 Entity disambiguation (via description) batch_6a07b7c789688190aed9fabf4c68fe1b completed May 16, 2026, 12:18 a.m.
Created at: April 10, 2026, 1:46 p.m.