Triple

T769518
Position Surface form Disambiguated ID Type / Status
Subject Australian Army E16248 entity
Predicate usesEquipment P2728 FINISHED
Object 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.
E94599 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: Hawkei Protected Mobility Vehicle (Light) | Statement: [Australian Army, usesEquipment, Hawkei Protected Mobility Vehicle (Light)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawkei Protected Mobility Vehicle (Light)
Context triple: [Australian Army, usesEquipment, Hawkei Protected Mobility Vehicle (Light)]
  • A. Bushmaster Protected Mobility Vehicle
    The Bushmaster Protected Mobility Vehicle is an Australian-designed, mine-resistant, ambush-protected military vehicle used to safely transport troops in combat and peacekeeping operations.
  • B. Light Armored Vehicle-25
    The Light Armored Vehicle-25 (LAV-25) is an eight-wheeled, amphibious armored reconnaissance vehicle used primarily by the U.S. Marine Corps, armed with a 25 mm chain gun and designed for high mobility and rapid deployment.
  • C. 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.
  • D. Scimitar reconnaissance vehicle
    The Scimitar reconnaissance vehicle is a British light tracked armored fighting vehicle designed for high-speed battlefield scouting and surveillance missions.
  • E. Jackal armoured vehicle
    The Jackal armoured vehicle is a high-mobility, lightly armoured patrol and reconnaissance vehicle used by British forces, designed for speed and off-road performance in hostile environments.
  • 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: Hawkei Protected Mobility Vehicle (Light)
Triple: [Australian Army, usesEquipment, Hawkei Protected Mobility Vehicle (Light)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawkei Protected Mobility Vehicle (Light)
Target entity description: 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.
  • A. Bushmaster Protected Mobility Vehicle
    The Bushmaster Protected Mobility Vehicle is an Australian-designed, mine-resistant, ambush-protected military vehicle used to safely transport troops in combat and peacekeeping operations.
  • B. Light Armored Vehicle-25
    The Light Armored Vehicle-25 (LAV-25) is an eight-wheeled, amphibious armored reconnaissance vehicle used primarily by the U.S. Marine Corps, armed with a 25 mm chain gun and designed for high mobility and rapid deployment.
  • C. 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.
  • D. Scimitar reconnaissance vehicle
    The Scimitar reconnaissance vehicle is a British light tracked armored fighting vehicle designed for high-speed battlefield scouting and surveillance missions.
  • E. Jackal armoured vehicle
    The Jackal armoured vehicle is a high-mobility, lightly armoured patrol and reconnaissance vehicle used by British forces, designed for speed and off-road performance in hostile environments.
  • 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a70376988190be2826259f5281ab completed March 1, 2026, 8:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67efa8dd481909097c551bf3a61dc completed March 3, 2026, 6:26 a.m.
NEDg Description generation batch_69a67f6ed2b08190bd03d34e60498110 completed March 3, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69a68257aab88190a7aefda939dc7f97 completed March 3, 2026, 6:40 a.m.
Created at: March 1, 2026, 7:37 p.m.