Triple

T1837210

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rheinmetall	`E41091`	entity
Predicate	notableProduct	`P1448`	FINISHED
Object	Puma infantry fighting vehicle systems Puma infantry fighting vehicle systems are advanced, heavily armored German combat vehicles designed for transporting and supporting infantry with high mobility, protection, and firepower on modern battlefields.	`E205300`	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: Puma infantry fighting vehicle systems | Statement: [Rheinmetall, notableProduct, Puma infantry fighting vehicle systems]

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

Target entity: Puma infantry fighting vehicle systems
Context triple: [Rheinmetall, notableProduct, Puma infantry fighting vehicle systems]

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. 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.
C. 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.
D. 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.
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: Puma infantry fighting vehicle systems
Triple: [Rheinmetall, notableProduct, Puma infantry fighting vehicle systems]

Generated description

Puma infantry fighting vehicle systems are advanced, heavily armored German combat vehicles designed for transporting and supporting infantry with high mobility, protection, and firepower on modern battlefields.

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

Target entity: Puma infantry fighting vehicle systems
Target entity description: Puma infantry fighting vehicle systems are advanced, heavily armored German combat vehicles designed for transporting and supporting infantry with high mobility, protection, and firepower on modern battlefields.

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. 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.
C. 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.
D. 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.
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_69a88647f9388190909bc36e795bdaec`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb0380a4c81909a2ad0bfd97c884a`	completed	March 7, 2026, 4:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adc9b6dc9481908a83e60aee326bc4`	completed	March 8, 2026, 7:10 p.m.
NEDg	Description generation	`batch_69adcaef04e88190a88f789a6370bafb`	completed	March 8, 2026, 7:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69adcb8e053c819082a3d4b36afe35be`	completed	March 8, 2026, 7:18 p.m.

Created at: March 4, 2026, 7:33 p.m.