Triple

T2961104
Position Surface form Disambiguated ID Type / Status
Subject LAV-AT E80049 entity
Predicate usedBy P260 FINISHED
Object Marine light armored reconnaissance units
Marine light armored reconnaissance units are specialized U.S. Marine Corps formations that conduct fast, mobile scouting and security missions using light armored vehicles.
E313929 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: Marine light armored reconnaissance units | Statement: [LAV-AT, usedBy, Marine light armored reconnaissance units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine light armored reconnaissance units
Context triple: [LAV-AT, usedBy, Marine light armored reconnaissance units]
  • A. Marine Unit
    The Marine Unit is a specialized division of the Bermuda Police Service responsible for law enforcement, search and rescue, and maritime safety within Bermuda’s territorial waters.
  • B. Marine Unit
    The Marine Unit is a specialized division of the Massachusetts State Police responsible for law enforcement, search and rescue, and safety operations on the state's coastal and inland waterways.
  • C. Marine logistics combat element
    The Marine logistics combat element is the component of a Marine Air-Ground Task Force responsible for providing supply, maintenance, transportation, health services, and other sustainment support to enable expeditionary operations.
  • D. 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.
  • E. Type 16 maneuver combat vehicle
    The Type 16 maneuver combat vehicle is a modern Japanese wheeled tank destroyer designed for rapid deployment and mobile fire support by the Japan Ground Self-Defense Force.
  • 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: Marine light armored reconnaissance units
Triple: [LAV-AT, usedBy, Marine light armored reconnaissance units]
Generated description
Marine light armored reconnaissance units are specialized U.S. Marine Corps formations that conduct fast, mobile scouting and security missions using light armored vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine light armored reconnaissance units
Target entity description: Marine light armored reconnaissance units are specialized U.S. Marine Corps formations that conduct fast, mobile scouting and security missions using light armored vehicles.
  • A. Marine Unit
    The Marine Unit is a specialized division of the Bermuda Police Service responsible for law enforcement, search and rescue, and maritime safety within Bermuda’s territorial waters.
  • B. Marine Unit
    The Marine Unit is a specialized division of the Massachusetts State Police responsible for law enforcement, search and rescue, and safety operations on the state's coastal and inland waterways.
  • C. Marine logistics combat element
    The Marine logistics combat element is the component of a Marine Air-Ground Task Force responsible for providing supply, maintenance, transportation, health services, and other sustainment support to enable expeditionary operations.
  • D. 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.
  • E. Type 16 maneuver combat vehicle
    The Type 16 maneuver combat vehicle is a modern Japanese wheeled tank destroyer designed for rapid deployment and mobile fire support by the Japan Ground Self-Defense Force.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad995454448190834aa5d47a4ed5ac completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc923d888190a68075dfaa9e90b2 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd7d1cc88190a4f533a92d7e6de3 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fde74b608190b59da720c90adfeb completed March 11, 2026, 5:30 a.m.
Created at: March 8, 2026, 2:57 p.m.