Triple

T16913211
Position Surface form Disambiguated ID Type / Status
Subject LAV-25 family E410252 entity
Predicate hasVariant P455 FINISHED
Object LAV-AG
LAV-AG is a variant of the LAV-25 family of light armored reconnaissance vehicles, adapted for specialized roles within military operations.
E1247185 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-AG | Statement: [LAV-25 family, hasVariant, LAV-AG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LAV-AG
Context triple: [LAV-25 family, hasVariant, LAV-AG]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. LAV III
    The LAV III is a Canadian-designed 8×8 wheeled armored fighting vehicle that serves as the basis for several modern infantry carrier and combat vehicle families, including the U.S. Stryker.
  • 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-AG
Triple: [LAV-25 family, hasVariant, LAV-AG]
Generated description
LAV-AG is a variant of the LAV-25 family of light armored reconnaissance vehicles, adapted for specialized roles within military operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LAV-AG
Target entity description: LAV-AG is a variant of the LAV-25 family of light armored reconnaissance vehicles, adapted for specialized roles within military operations.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. LAV III
    The LAV III is a Canadian-designed 8×8 wheeled armored fighting vehicle that serves as the basis for several modern infantry carrier and combat vehicle families, including the U.S. Stryker.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3ca3e6b9481909fbaeb0bddd7e3b2 completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01232b75508190bcceaf0d338f8d02 completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0123cc57c08190a570fb0856f999bf completed May 11, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a01244e6d508190ac1441f8da4909c2 completed May 11, 2026, 12:35 a.m.
Created at: April 10, 2026, 5:30 a.m.