Triple

T2701857
Position Surface form Disambiguated ID Type / Status
Subject Interceptor Body Armor E59247 entity
Predicate replacedBy P101 FINISHED
Object Modular Tactical Vest
The Modular Tactical Vest is a U.S. military body armor system designed to improve protection, modularity, and load-carrying capability for soldiers in combat.
E300354 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: Modular Tactical Vest | Statement: [Interceptor Body Armor, replacedBy, Modular Tactical Vest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Modular Tactical Vest
Context triple: [Interceptor Body Armor, replacedBy, Modular Tactical Vest]
  • A. Improved Outer Tactical Vest
    The Improved Outer Tactical Vest is a modular body armor system used by the U.S. military that provides enhanced ballistic protection and load-bearing capability for soldiers in combat.
  • B. MOLLE
    MOLLE is a military load-bearing equipment system that uses a webbing-based modular design to attach and customize pouches and gear on vests, packs, and belts.
  • C. Army Combat Uniform
    The Army Combat Uniform is the standard camouflage-patterned field uniform worn by U.S. Army soldiers for everyday duty and combat operations.
  • 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. Personnel Armor System for Ground Troops
    Personnel Armor System for Ground Troops was a U.S. military body armor system used by ground forces before being superseded by more advanced protective gear.
  • 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: Modular Tactical Vest
Triple: [Interceptor Body Armor, replacedBy, Modular Tactical Vest]
Generated description
The Modular Tactical Vest is a U.S. military body armor system designed to improve protection, modularity, and load-carrying capability for soldiers in combat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Modular Tactical Vest
Target entity description: The Modular Tactical Vest is a U.S. military body armor system designed to improve protection, modularity, and load-carrying capability for soldiers in combat.
  • A. Improved Outer Tactical Vest
    The Improved Outer Tactical Vest is a modular body armor system used by the U.S. military that provides enhanced ballistic protection and load-bearing capability for soldiers in combat.
  • B. MOLLE
    MOLLE is a military load-bearing equipment system that uses a webbing-based modular design to attach and customize pouches and gear on vests, packs, and belts.
  • C. Army Combat Uniform
    The Army Combat Uniform is the standard camouflage-patterned field uniform worn by U.S. Army soldiers for everyday duty and combat operations.
  • 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. Personnel Armor System for Ground Troops
    Personnel Armor System for Ground Troops was a U.S. military body armor system used by ground forces before being superseded by more advanced protective gear.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda4e679c8190a2926284568d9020 completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc63b76e0819084c4d2bd4a9e6d78 completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afcaaca2148190b61498e5139d664d completed March 10, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_69afcb43e9b88190a99b1bb2e62430da completed March 10, 2026, 7:41 a.m.
Created at: March 6, 2026, 9:55 p.m.