Triple

T19723731
Position Surface form Disambiguated ID Type / Status
Subject Air Assault Badge E473670 entity
Predicate relativeRank P337 FINISHED
Object above Marksmanship Qualification Badges in precedence
The entity "above Marksmanship Qualification Badges in precedence" refers to a higher-ranking category of U.S. Army badges, such as the Air Assault Badge, that take precedence over basic marksmanship qualification insignia when worn on the uniform.
E15638 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: above Marksmanship Qualification Badges in precedence | Statement: [Air Assault Badge, relativeRank, above Marksmanship Qualification Badges in precedence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: above Marksmanship Qualification Badges in precedence
Context triple: [Air Assault Badge, relativeRank, above Marksmanship Qualification Badges in precedence]
  • A. 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.
  • B. Distinguished Pistol Shot Badge
    The Distinguished Pistol Shot Badge is a prestigious U.S. military marksmanship award presented to shooters who demonstrate exceptional skill and achievement in pistol competition.
  • C. 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.
  • D. Distinguished International Shooter Badge
    The Distinguished International Shooter Badge is a prestigious U.S. marksmanship award recognizing shooters who achieve exceptional performance in international shooting competitions.
  • E. Expert Infantryman Badge
    The Expert Infantryman Badge is a prestigious U.S. Army special skills badge awarded to infantry soldiers who demonstrate exceptional proficiency in infantry tasks through rigorous testing.
  • 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: above Marksmanship Qualification Badges in precedence
Triple: [Air Assault Badge, relativeRank, above Marksmanship Qualification Badges in precedence]
Generated description
The entity "above Marksmanship Qualification Badges in precedence" refers to a higher-ranking category of U.S. Army badges, such as the Air Assault Badge, that take precedence over basic marksmanship qualification insignia when worn on the uniform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: above Marksmanship Qualification Badges in precedence
Target entity description: The entity "above Marksmanship Qualification Badges in precedence" refers to a higher-ranking category of U.S. Army badges, such as the Air Assault Badge, that take precedence over basic marksmanship qualification insignia when worn on the uniform.
  • A. 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.
  • B. Distinguished Pistol Shot Badge
    The Distinguished Pistol Shot Badge is a prestigious U.S. military marksmanship award presented to shooters who demonstrate exceptional skill and achievement in pistol competition.
  • C. 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.
  • D. Distinguished International Shooter Badge
    The Distinguished International Shooter Badge is a prestigious U.S. marksmanship award recognizing shooters who achieve exceptional performance in international shooting competitions.
  • E. Expert Infantryman Badge chosen
    The Expert Infantryman Badge is a prestigious U.S. Army special skills badge awarded to infantry soldiers who demonstrate exceptional proficiency in infantry tasks through rigorous testing.
  • 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_69e649f64984819097882c44098b1643 completed April 20, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07aba8a78081909c5eb3b663ac86aa completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07acf34c74819090ef85fdd08f2dba completed May 15, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_6a07adae467c819083addd41857554b5 completed May 15, 2026, 11:35 p.m.
Created at: April 10, 2026, 1:46 p.m.