Triple

T4312677
Position Surface form Disambiguated ID Type / Status
Subject South African Army E94108 entity
Predicate notableEquipment P3488 FINISHED
Object 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.
E435820 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: Casspir mine‑resistant vehicle | Statement: [South African Army, notableEquipment, Casspir mine‑resistant vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Casspir mine‑resistant vehicle
Context triple: [South African Army, notableEquipment, Casspir mine‑resistant vehicle]
  • A. Mamba armoured personnel carrier
    The Mamba armoured personnel carrier is a South African-designed mine-resistant, lightly armoured vehicle widely used for troop transport and peacekeeping operations.
  • B. CV90 infantry fighting vehicle
    The CV90 infantry fighting vehicle is a modern, highly mobile, and heavily armed tracked combat vehicle developed by Sweden’s BAE Systems Hägglunds, designed to transport and support infantry on the battlefield with advanced protection and firepower.
  • C. FV432 armoured personnel carrier
    The FV432 armoured personnel carrier is a British tracked military vehicle widely used by the British Army for transporting infantry under armour from the 1960s onward.
  • D. Fennek reconnaissance vehicle
    The Fennek reconnaissance vehicle is a modern, highly mobile, and stealthy armored scout car used by several European armed forces for battlefield surveillance and target acquisition.
  • E. 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.
  • 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: Casspir mine‑resistant vehicle
Triple: [South African Army, notableEquipment, Casspir mine‑resistant vehicle]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Casspir mine‑resistant vehicle
Target entity description: 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.
  • A. Mamba armoured personnel carrier
    The Mamba armoured personnel carrier is a South African-designed mine-resistant, lightly armoured vehicle widely used for troop transport and peacekeeping operations.
  • B. CV90 infantry fighting vehicle
    The CV90 infantry fighting vehicle is a modern, highly mobile, and heavily armed tracked combat vehicle developed by Sweden’s BAE Systems Hägglunds, designed to transport and support infantry on the battlefield with advanced protection and firepower.
  • C. FV432 armoured personnel carrier
    The FV432 armoured personnel carrier is a British tracked military vehicle widely used by the British Army for transporting infantry under armour from the 1960s onward.
  • D. Fennek reconnaissance vehicle
    The Fennek reconnaissance vehicle is a modern, highly mobile, and stealthy armored scout car used by several European armed forces for battlefield surveillance and target acquisition.
  • E. 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.
  • 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b350d8bff88190bcf7dd419d5f4312 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e4ef0ca881908d9811183adc26c4 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5e5b3ba208190b6cb5e40f9e744e8 completed March 14, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:11 p.m.