Triple

T14385435
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps uniform system E356711 entity
Predicate includesUniformType P114034 FINISHED
Object Marine Corps flight suits
Marine Corps flight suits are specialized one-piece garments worn by United States Marine Corps aviators and aircrew, designed to provide fire resistance, functionality, and comfort during flight operations.
 E1097293 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: Marine Corps flight suits | Statement: [United States Marine Corps uniform system, includesUniformType, Marine Corps flight suits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marine Corps flight suits
Context triple: [United States Marine Corps uniform system, includesUniformType, Marine Corps flight suits]
  • A. Marine Corps utility uniforms
    Marine Corps utility uniforms are the everyday combat and work uniforms worn by U.S. Marines, designed for field use, durability, and practicality rather than formal appearance.
  • B. Marine Corps physical training uniforms
    Marine Corps physical training uniforms are specialized athletic outfits worn by U.S. Marines during exercise and fitness activities, designed for comfort, performance, and durability rather than formal appearance.
  • C. U.S. Air Force Battle Dress Uniform
    The U.S. Air Force Battle Dress Uniform was a camouflage field uniform worn by Air Force personnel during the late 20th and early 21st centuries before being replaced by more modern utility uniforms.
  • D. Airman Battle Uniform
    The Airman Battle Uniform was a digital camouflage combat uniform worn by United States Air Force personnel before being phased out in favor of the Operational Camouflage Pattern.
  • E. Navy Working Uniform
    The Navy Working Uniform is a modern camouflage utility uniform worn by United States Navy personnel for everyday duty and field operations.
  • 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: Marine Corps flight suits
Triple: [United States Marine Corps uniform system, includesUniformType, Marine Corps flight suits]
Generated description
Marine Corps flight suits are specialized one-piece garments worn by United States Marine Corps aviators and aircrew, designed to provide fire resistance, functionality, and comfort during flight operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marine Corps flight suits
Target entity description: Marine Corps flight suits are specialized one-piece garments worn by United States Marine Corps aviators and aircrew, designed to provide fire resistance, functionality, and comfort during flight operations.
  • A. Marine Corps utility uniforms
    Marine Corps utility uniforms are the everyday combat and work uniforms worn by U.S. Marines, designed for field use, durability, and practicality rather than formal appearance.
  • B. Marine Corps physical training uniforms
    Marine Corps physical training uniforms are specialized athletic outfits worn by U.S. Marines during exercise and fitness activities, designed for comfort, performance, and durability rather than formal appearance.
  • C. U.S. Air Force Battle Dress Uniform
    The U.S. Air Force Battle Dress Uniform was a camouflage field uniform worn by Air Force personnel during the late 20th and early 21st centuries before being replaced by more modern utility uniforms.
  • D. Airman Battle Uniform
    The Airman Battle Uniform was a digital camouflage combat uniform worn by United States Air Force personnel before being phased out in favor of the Operational Camouflage Pattern.
  • E. Navy Working Uniform
    The Navy Working Uniform is a modern camouflage utility uniform worn by United States Navy personnel for everyday duty and field operations.
  • F. None of above. chosen

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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9025cff881908c08224d90d9f750 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5513e8888190bc6b6cb33fd9b670 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd569747708190b6cae2679cf9df89 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd5702e95481909f02440dbb233902 completed May 8, 2026, 3:22 a.m.
Created at: April 10, 2026, 1:16 a.m.