Triple

T8909013
Position Surface form Disambiguated ID Type / Status
Subject Specialist Firearms Command E212133 entity
Predicate hasSubUnit P35 FINISHED
Object Armed Response Vehicles
Armed Response Vehicles are specially equipped police units that rapidly deploy armed officers to incidents requiring an immediate firearms response.
E765685 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: Armed Response Vehicles | Statement: [Specialist Firearms Command, hasSubUnit, Armed Response Vehicles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armed Response Vehicles
Context triple: [Specialist Firearms Command, hasSubUnit, Armed Response Vehicles]
  • A. 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.
  • B. 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.
  • 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. 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. 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: Armed Response Vehicles
Triple: [Specialist Firearms Command, hasSubUnit, Armed Response Vehicles]
Generated description
Armed Response Vehicles are specially equipped police units that rapidly deploy armed officers to incidents requiring an immediate firearms response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armed Response Vehicles
Target entity description: Armed Response Vehicles are specially equipped police units that rapidly deploy armed officers to incidents requiring an immediate firearms response.
  • A. 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.
  • B. 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.
  • 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. 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. 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_69ca839255248190b43984294abd92ae completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc65207bbc8190be181555b9564797 completed April 1, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba31fc148190a8dbe378694dcc32 completed April 3, 2026, 1:01 p.m.
NEDg Description generation batch_69cfbabf33a08190a18d13b9078c00e2 completed April 3, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfbba71a948190afc03a1df9e5777c completed April 3, 2026, 1:07 p.m.
Created at: March 30, 2026, 6:55 p.m.