Triple

T319181

Position	Surface form	Disambiguated ID	Type / Status
Subject	French Army	`E7773`	entity
Predicate	usesEquipment	`P2728`	FINISHED
Object	VBCI infantry fighting vehicle The VBCI infantry fighting vehicle is a modern French 8×8 wheeled armored combat vehicle designed to transport and protect infantry while providing substantial firepower and mobility on the battlefield.	`E50023`	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: VBCI infantry fighting vehicle | Statement: [French Army, usesEquipment, VBCI infantry fighting vehicle]

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

Target entity: VBCI infantry fighting vehicle
Context triple: [French Army, usesEquipment, VBCI infantry fighting vehicle]

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. Warrior infantry fighting vehicle
The Warrior infantry fighting vehicle is a British tracked armored combat vehicle designed to transport and support infantry on the battlefield with enhanced protection and firepower.
C. Pizarro infantry fighting vehicle
The Pizarro infantry fighting vehicle is a Spanish-designed tracked armored combat vehicle developed to transport and support infantry units with enhanced protection and firepower on the battlefield.
D. 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.
E. Patria AMV armoured modular vehicle
The Patria AMV is a Finnish-designed 8×8 wheeled armored fighting vehicle known for its high modularity, protection, and mobility, widely used by several NATO and partner nations.
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: VBCI infantry fighting vehicle
Triple: [French Army, usesEquipment, VBCI infantry fighting vehicle]

Generated description

The VBCI infantry fighting vehicle is a modern French 8×8 wheeled armored combat vehicle designed to transport and protect infantry while providing substantial firepower and mobility on the battlefield.

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

Target entity: VBCI infantry fighting vehicle
Target entity description: The VBCI infantry fighting vehicle is a modern French 8×8 wheeled armored combat vehicle designed to transport and protect infantry while providing substantial firepower and mobility on the battlefield.

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. Warrior infantry fighting vehicle
The Warrior infantry fighting vehicle is a British tracked armored combat vehicle designed to transport and support infantry on the battlefield with enhanced protection and firepower.
C. Pizarro infantry fighting vehicle
The Pizarro infantry fighting vehicle is a Spanish-designed tracked armored combat vehicle developed to transport and support infantry units with enhanced protection and firepower on the battlefield.
D. 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.
E. Patria AMV armoured modular vehicle
The Patria AMV is a Finnish-designed 8×8 wheeled armored fighting vehicle known for its high modularity, protection, and mobility, widely used by several NATO and partner nations.
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_69a2e7e7af7881908890039d6be4e9b8`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ea7edbc48190b9031bd1af48f72a`	completed	Feb. 28, 2026, 1:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a405f0fd548190bd4d2ed1ddf7dff0`	completed	March 1, 2026, 9:25 a.m.
NEDg	Description generation	`batch_69a4076128788190ad1e3bf45a150bd4`	completed	March 1, 2026, 9:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69a409a0bf2881909140c95b59be5c85`	completed	March 1, 2026, 9:40 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.