Triple

T1676811

Position	Surface form	Disambiguated ID	Type / Status
Subject	GKN Sankey	`E36248`	entity
Predicate	notableProduct	`P1448`	FINISHED
Object	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.	`E189843`	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: FV432 armoured personnel carrier | Statement: [GKN Sankey, notableProduct, FV432 armoured personnel carrier]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: FV432 armoured personnel carrier
Context triple: [GKN Sankey, notableProduct, FV432 armoured personnel carrier]

A. 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.
B. 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.
C. MLI-84 infantry fighting vehicle
The MLI-84 infantry fighting vehicle is a Romanian-built, upgraded variant of the Soviet BMP-1, designed to transport and support infantry with enhanced firepower and mobility.
D. 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.
E. Argus engineer reconnaissance vehicle
The Argus engineer reconnaissance vehicle is a specialized variant of the Ajax armoured fighting vehicle designed to support combat engineers with battlefield reconnaissance and route assessment capabilities.
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: FV432 armoured personnel carrier
Triple: [GKN Sankey, notableProduct, FV432 armoured personnel carrier]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: FV432 armoured personnel carrier
Target entity description: 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.

A. 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.
B. 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.
C. MLI-84 infantry fighting vehicle
The MLI-84 infantry fighting vehicle is a Romanian-built, upgraded variant of the Soviet BMP-1, designed to transport and support infantry with enhanced firepower and mobility.
D. 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.
E. Argus engineer reconnaissance vehicle
The Argus engineer reconnaissance vehicle is a specialized variant of the Ajax armoured fighting vehicle designed to support combat engineers with battlefield reconnaissance and route assessment capabilities.
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_69a886139ed081909af0940aa9313512`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa625e4cd0819083825b41196f902d`	completed	March 6, 2026, 5:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad71b7c2608190bce1dc7469da4c45`	completed	March 8, 2026, 12:55 p.m.
NEDg	Description generation	`batch_69ad72deafcc8190a2aef87277c5d731`	completed	March 8, 2026, 1 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad734440ac81909cbcf1c02fd4bc66`	completed	March 8, 2026, 1:01 p.m.

Created at: March 4, 2026, 7:29 p.m.