Triple

T8533754
Position Surface form Disambiguated ID Type / Status
Subject 2nd Assault Amphibian Battalion E202020 entity
Predicate equipment P2728 FINISHED
Object Assault Amphibious Vehicle
The Assault Amphibious Vehicle is a fully tracked, armored amphibious troop carrier used by the U.S. Marine Corps to transport Marines from ship to shore and in subsequent ground combat operations.
E741908 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: Assault Amphibious Vehicle | Statement: [2nd Assault Amphibian Battalion, equipment, Assault Amphibious Vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assault Amphibious Vehicle
Context triple: [2nd Assault Amphibian Battalion, equipment, Assault Amphibious Vehicle]
  • A. 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.
  • 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. Stormer APC
    The Stormer APC is a British tracked armored personnel carrier designed to transport infantry safely across the battlefield as part of the Stormer family of military vehicles.
  • D. Ares armoured personnel carrier
    The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
  • E. 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.
  • 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: Assault Amphibious Vehicle
Triple: [2nd Assault Amphibian Battalion, equipment, Assault Amphibious Vehicle]
Generated description
The Assault Amphibious Vehicle is a fully tracked, armored amphibious troop carrier used by the U.S. Marine Corps to transport Marines from ship to shore and in subsequent ground combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assault Amphibious Vehicle
Target entity description: The Assault Amphibious Vehicle is a fully tracked, armored amphibious troop carrier used by the U.S. Marine Corps to transport Marines from ship to shore and in subsequent ground combat operations.
  • A. 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.
  • 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. Stormer APC
    The Stormer APC is a British tracked armored personnel carrier designed to transport infantry safely across the battlefield as part of the Stormer family of military vehicles.
  • D. Ares armoured personnel carrier
    The Ares armoured personnel carrier is a British tracked military vehicle designed to transport infantry safely on the battlefield as part of the Ajax family of armoured fighting vehicles.
  • E. 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.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe678fe448190a50c6b0d149b081f completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d7aa3a881909bfdd3536dbc4ec7 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6ee1bae4819099ef302138599b34 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fb93fd88190bc53a925473f9b71 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:17 p.m.