Triple

T19202863

Position	Surface form	Disambiguated ID	Type / Status
Subject	Americans for Prosperity	`E480151`	entity
Predicate	backedBy	`P516`	FINISHED
Object	Koch network	`—`	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: Koch network | Statement: [Americans for Prosperity, backedBy, Koch network]

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

Target entity: Koch network
Context triple: [Americans for Prosperity, backedBy, Koch network]

A. Koch
Koch is a German surname most famously associated with Robert Koch, the pioneering microbiologist who discovered the causative agents of tuberculosis and cholera.
B. Starck Network
Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
C. Mutual Network
Mutual Network was a major American radio network that operated throughout much of the 20th century, known for its news, entertainment programs, and nationwide affiliates.
D. Gulmakai Network
The Gulmakai Network is a Malala Fund initiative that supports and connects local education advocates and organizations working to advance girls’ secondary education in regions where it is most at risk.
E. Netze
Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
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: Koch network
Target entity description: The Koch network is a powerful coalition of libertarian-leaning donors, advocacy groups, and political organizations funded by the billionaire Koch family that works to influence U.S. policy and elections in favor of limited government and free-market principles.

A. Koch
Koch is a German surname most famously associated with Robert Koch, the pioneering microbiologist who discovered the causative agents of tuberculosis and cholera.
B. Starck Network
Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
C. Mutual Network
Mutual Network was a major American radio network that operated throughout much of the 20th century, known for its news, entertainment programs, and nationwide affiliates.
D. Gulmakai Network
The Gulmakai Network is a Malala Fund initiative that supports and connects local education advocates and organizations working to advance girls’ secondary education in regions where it is most at risk.
E. Netze
Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
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_69d8e8cb8c348190b52075823911c869`	completed	April 10, 2026, 12:10 p.m.
NER	Named-entity recognition	`batch_69e5f99a571c8190a1d53eb1994e0058`	completed	April 20, 2026, 10:02 a.m.

Created at: April 10, 2026, 1:13 p.m.