Triple

T17990029
Position Surface form Disambiguated ID Type / Status
Subject South African Armoured Corps E430342 entity
Predicate usesEquipment P2728 FINISHED
Object Samil logistics vehicles
Samil logistics vehicles are a family of South African military trucks designed for robust, all-terrain transport and support roles within the armed forces.
E1299818 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: Samil logistics vehicles | Statement: [South African Armoured Corps, usesEquipment, Samil logistics vehicles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samil logistics vehicles
Context triple: [South African Armoured Corps, usesEquipment, Samil logistics vehicles]
  • A. 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.
  • B. 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.
  • C. Titus armored vehicle
    The Titus armored vehicle is a modern, modular 6x6 wheeled infantry fighting and troop transport platform designed for high mobility and protection in diverse combat and security operations.
  • D. 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.
  • E. Leonidas armored personnel carrier
    The Leonidas armored personnel carrier is a Greek-designed and -produced tracked military vehicle used to transport infantry troops and provide battlefield support.
  • 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: Samil logistics vehicles
Triple: [South African Armoured Corps, usesEquipment, Samil logistics vehicles]
Generated description
Samil logistics vehicles are a family of South African military trucks designed for robust, all-terrain transport and support roles within the armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samil logistics vehicles
Target entity description: Samil logistics vehicles are a family of South African military trucks designed for robust, all-terrain transport and support roles within the armed forces.
  • A. 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.
  • B. 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.
  • C. Titus armored vehicle
    The Titus armored vehicle is a modern, modular 6x6 wheeled infantry fighting and troop transport platform designed for high mobility and protection in diverse combat and security operations.
  • D. 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.
  • E. Leonidas armored personnel carrier
    The Leonidas armored personnel carrier is a Greek-designed and -produced tracked military vehicle used to transport infantry troops and provide battlefield support.
  • 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b29e47a88190be58b79c73d3e652 completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337acabd481909deced9a61d84ed3 completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a0338cd02808190b650f59fc16bab0d completed May 12, 2026, 2:27 p.m.
NED2 Entity disambiguation (via description) batch_6a033cb498248190a3805cd356832cd0 completed May 12, 2026, 2:44 p.m.
Created at: April 10, 2026, 10:23 a.m.