Triple

T10560477
Position Surface form Disambiguated ID Type / Status
Subject Arquus E249204 entity
Predicate product P490 FINISHED
Object Sherpa Light tactical vehicle
The Sherpa Light tactical vehicle is a French-made, highly mobile, armored 4x4 platform designed for military and security forces, offering modular configurations for reconnaissance, patrol, and troop transport missions.
E870628 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: Sherpa Light tactical vehicle | Statement: [Arquus, product, Sherpa Light tactical vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sherpa Light tactical vehicle
Context triple: [Arquus, product, Sherpa Light tactical vehicle]
  • A. Dingo armored vehicle
    The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
  • B. Hawkei Protected Mobility Vehicle (Light)
    The Hawkei Protected Mobility Vehicle (Light) is a modern Australian-built, light armoured 4x4 military vehicle designed to provide high levels of protection and mobility for troops in combat and reconnaissance roles.
  • C. ARAVIS armored vehicle
    The ARAVIS armored vehicle is a French-made, highly protected 4x4 mine-resistant and ambush-protected (MRAP) vehicle designed for troop transport and reconnaissance in high-threat environments.
  • D. Casspir mine‑resistant vehicle
    The Casspir mine‑resistant vehicle is a South African–designed armored personnel carrier renowned for its V‑shaped hull that protects occupants from land mines and improvised explosive devices.
  • E. K200 armored personnel carrier
    The K200 armored personnel carrier is a South Korean–designed tracked infantry fighting vehicle used to transport and support troops on the battlefield.
  • 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: Sherpa Light tactical vehicle
Triple: [Arquus, product, Sherpa Light tactical vehicle]
Generated description
The Sherpa Light tactical vehicle is a French-made, highly mobile, armored 4x4 platform designed for military and security forces, offering modular configurations for reconnaissance, patrol, and troop transport missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sherpa Light tactical vehicle
Target entity description: The Sherpa Light tactical vehicle is a French-made, highly mobile, armored 4x4 platform designed for military and security forces, offering modular configurations for reconnaissance, patrol, and troop transport missions.
  • A. Dingo armored vehicle
    The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
  • B. Hawkei Protected Mobility Vehicle (Light)
    The Hawkei Protected Mobility Vehicle (Light) is a modern Australian-built, light armoured 4x4 military vehicle designed to provide high levels of protection and mobility for troops in combat and reconnaissance roles.
  • C. ARAVIS armored vehicle
    The ARAVIS armored vehicle is a French-made, highly protected 4x4 mine-resistant and ambush-protected (MRAP) vehicle designed for troop transport and reconnaissance in high-threat environments.
  • D. Casspir mine‑resistant vehicle
    The Casspir mine‑resistant vehicle is a South African–designed armored personnel carrier renowned for its V‑shaped hull that protects occupants from land mines and improvised explosive devices.
  • E. K200 armored personnel carrier
    The K200 armored personnel carrier is a South Korean–designed tracked infantry fighting vehicle used to transport and support troops on the battlefield.
  • 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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5271f3c6c819080b49fbe3aa09e09 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d93486c7288190a2ccb822fc968919 completed April 10, 2026, 5:33 p.m.
NEDg Description generation batch_69d938c979788190b11b02748ed44153 completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d9398b63f08190910dd838ad11de6e completed April 10, 2026, 5:55 p.m.
Created at: April 6, 2026, 12:35 p.m.