Triple

T23364212

Position	Surface form	Disambiguated ID	Type / Status
Subject	State Capture Inquiry	`E593266`	entity
Predicate	investigated	`P6157`	FINISHED
Object	Denel	`—`	NE NERFINISHED

How this triple was built (3 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: Denel | Statement: [State Capture Inquiry, investigated, Denel]

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

Target entity: Denel
Context triple: [State Capture Inquiry, investigated, Denel]

A. Denel Dynamics
Denel Dynamics is a South African defense technology company specializing in the design and manufacture of advanced missile and unmanned aerial systems.
B. Denel Land Systems
Denel Land Systems is a South African defense company specializing in the design and production of artillery, armored vehicles, and other land warfare systems.
C. Armaments Corporation of South Africa
Armaments Corporation of South Africa is a South African state-owned arms procurement and defence technology company that manages the acquisition and support of military equipment for the country’s armed forces.
D. MOWAG
MOWAG is a Swiss defense vehicle manufacturer best known for designing and producing the Piranha family of wheeled armored combat vehicles.
E. Patria Land Systems
Patria Land Systems is a Finnish defense company specializing in the design and production of armored military vehicles and related land warfare systems.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

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

Target entity: Denel
Target entity description: Denel is a South African state-owned aerospace and defense technology company known for manufacturing military equipment and having been implicated in governance and corruption controversies.

A. Denel Dynamics
Denel Dynamics is a South African defense technology company specializing in the design and manufacture of advanced missile and unmanned aerial systems.
B. Denel Land Systems
Denel Land Systems is a South African defense company specializing in the design and production of artillery, armored vehicles, and other land warfare systems.
C. Armaments Corporation of South Africa
Armaments Corporation of South Africa is a South African state-owned arms procurement and defence technology company that manages the acquisition and support of military equipment for the country’s armed forces.
D. MOWAG
MOWAG is a Swiss defense vehicle manufacturer best known for designing and producing the Piranha family of wheeled armored combat vehicles.
E. Patria Land Systems
Patria Land Systems is a Finnish defense company specializing in the design and production of armored military vehicles and related land warfare systems.
F. None of above. chosen

Provenance (2 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_69e25d2593c88190bcdf4a716a94ccb2`	completed	April 17, 2026, 4:17 p.m.
NER	Named-entity recognition	`batch_69f1a0aac4248190a4663ed12aed6856`	completed	April 29, 2026, 6:09 a.m.

Created at: April 17, 2026, 5:31 p.m.