Triple

T3752354
Position Surface form Disambiguated ID Type / Status
Subject LAV-M E81360 entity
Predicate partOf P40 FINISHED
Object LAV-25 family
The LAV-25 family is a series of eight-wheeled, amphibious armored reconnaissance and support vehicles used primarily by the United States Marine Corps and other military forces.
 E410252 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: LAV-25 family | Statement: [LAV-M, partOf, LAV-25 family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LAV-25 family
Context triple: [LAV-M, partOf, LAV-25 family]
  • A. LAV-C2
    The LAV-C2 is a command and control variant of the U.S. Marine Corps’ Light Armored Vehicle designed to provide mobile battlefield communications and coordination capabilities.
  • B. LAV-AT
    The LAV-AT is a U.S. Marine Corps light armored vehicle variant equipped with anti-tank guided missile systems designed to engage and destroy enemy armored threats.
  • C. LAV-R
    The LAV-R is a U.S. Marine Corps light armored vehicle variant configured as a recovery and maintenance platform to support other light armored vehicles in the field.
  • D. LAV-AD
    The LAV-AD is an air-defense variant of the U.S. Marine Corps’ Light Armored Vehicle family, equipped with anti-aircraft guns and missile systems to engage low-flying aircraft and helicopters.
  • E. LAV-L
    The LAV-L is a light armored vehicle variant used by the U.S. Marine Corps primarily as a logistics and support platform within light armored reconnaissance units.
  • 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: LAV-25 family
Triple: [LAV-M, partOf, LAV-25 family]
Generated description
The LAV-25 family is a series of eight-wheeled, amphibious armored reconnaissance and support vehicles used primarily by the United States Marine Corps and other military forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LAV-25 family
Target entity description: The LAV-25 family is a series of eight-wheeled, amphibious armored reconnaissance and support vehicles used primarily by the United States Marine Corps and other military forces.
  • A. LAV-C2
    The LAV-C2 is a command and control variant of the U.S. Marine Corps’ Light Armored Vehicle designed to provide mobile battlefield communications and coordination capabilities.
  • B. LAV-AT
    The LAV-AT is a U.S. Marine Corps light armored vehicle variant equipped with anti-tank guided missile systems designed to engage and destroy enemy armored threats.
  • C. LAV-R
    The LAV-R is a U.S. Marine Corps light armored vehicle variant configured as a recovery and maintenance platform to support other light armored vehicles in the field.
  • D. LAV-AD
    The LAV-AD is an air-defense variant of the U.S. Marine Corps’ Light Armored Vehicle family, equipped with anti-aircraft guns and missile systems to engage low-flying aircraft and helicopters.
  • E. LAV-L
    The LAV-L is a light armored vehicle variant used by the U.S. Marine Corps primarily as a logistics and support platform within light armored reconnaissance units.
  • 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_69ad8b19b7b08190a6188804e99c53e9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb92135c819093f6d616d3ad28ff completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5627bcc1881909381707a29ea0954 completed March 14, 2026, 1:28 p.m.
NEDg Description generation batch_69b563ced83c81908d7eff6a54b3b66c completed March 14, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69b564893f44819086ffe89101217f53 completed March 14, 2026, 1:37 p.m.
Created at: March 8, 2026, 3:35 p.m.