Triple

T8423800

Position	Surface form	Disambiguated ID	Type / Status
Subject	ASCOD armored fighting vehicle family	`E198926`	entity
Predicate	hasVariant	`P455`	FINISHED
Object	Austrian Ulan IFV The Austrian Ulan IFV is a tracked infantry fighting vehicle used by the Austrian Army, featuring heavy armor, a 30 mm autocannon, and advanced fire-control systems for mechanized infantry operations.	`E733141`	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: Austrian Ulan IFV | Statement: [ASCOD armored fighting vehicle family, hasVariant, Austrian Ulan IFV]

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

Target entity: Austrian Ulan IFV
Context triple: [ASCOD armored fighting vehicle family, hasVariant, Austrian Ulan IFV]

A. Borsuk infantry fighting vehicle
The Borsuk infantry fighting vehicle is a modern Polish tracked combat vehicle designed to transport and support infantry with advanced protection, mobility, and firepower.
B. 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.
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. K21 infantry fighting vehicle
The K21 infantry fighting vehicle is a South Korean–developed, amphibious, tracked armored vehicle designed to transport and support infantry with advanced firepower and protection on the modern battlefield.
E. 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.
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: Austrian Ulan IFV
Triple: [ASCOD armored fighting vehicle family, hasVariant, Austrian Ulan IFV]

Generated description

The Austrian Ulan IFV is a tracked infantry fighting vehicle used by the Austrian Army, featuring heavy armor, a 30 mm autocannon, and advanced fire-control systems for mechanized infantry operations.

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

Target entity: Austrian Ulan IFV
Target entity description: The Austrian Ulan IFV is a tracked infantry fighting vehicle used by the Austrian Army, featuring heavy armor, a 30 mm autocannon, and advanced fire-control systems for mechanized infantry operations.

A. Borsuk infantry fighting vehicle
The Borsuk infantry fighting vehicle is a modern Polish tracked combat vehicle designed to transport and support infantry with advanced protection, mobility, and firepower.
B. 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.
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. K21 infantry fighting vehicle
The K21 infantry fighting vehicle is a South Korean–developed, amphibious, tracked armored vehicle designed to transport and support infantry with advanced firepower and protection on the modern battlefield.
E. 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.
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_69ca8312d63c8190bf133b676b44a385`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cb859f787481908a11797a317c8849`	completed	March 31, 2026, 8:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce035aac4c81909066c1ca1318d006`	completed	April 2, 2026, 5:49 a.m.
NEDg	Description generation	`batch_69ce07837648819080cd4026af55b246`	completed	April 2, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce083cee848190b27a7dd19a16a0dc`	completed	April 2, 2026, 6:10 a.m.

Created at: March 30, 2026, 6:07 p.m.