Triple
T19568527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Citizen Koch |
E489648
|
entity |
| Predicate | subject |
P450
|
FINISHED |
| Object | Koch brothers |
—
|
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 brothers | Statement: [Citizen Koch, subject, Koch brothers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koch brothers Context triple: [Citizen Koch, subject, Koch brothers]
-
A.
Charles Koch
Charles Koch is an American billionaire industrialist and political donor, best known as the longtime leader of Koch Industries and a major funder of conservative and libertarian causes.
-
B.
Bill Koch
Bill Koch is an American businessman, sailor, and collector known for winning the 1992 America's Cup and for his involvement in the energy industry as part of the Koch family.
-
C.
Kushner family
The Kushner family is a prominent American real estate and political family known for its extensive property holdings and close ties to former U.S. President Donald Trump through Jared Kushner.
-
D.
Fred C. Koch
Fred C. Koch was an American chemical engineer and entrepreneur who co-founded the oil refining company that became Koch Industries.
-
E.
Christopher Koch
Christopher Koch was an Australian novelist best known for his Miles Franklin Award–winning novel "The Year of Living Dangerously," which was adapted into a successful film.
- 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 brothers Target entity description: The Koch brothers, Charles and David Koch, were American billionaire industrialists and major conservative political donors known for funding libertarian and right-wing causes and organizations in the United States.
-
A.
Charles Koch
Charles Koch is an American billionaire industrialist and political donor, best known as the longtime leader of Koch Industries and a major funder of conservative and libertarian causes.
-
B.
Bill Koch
Bill Koch is an American businessman, sailor, and collector known for winning the 1992 America's Cup and for his involvement in the energy industry as part of the Koch family.
-
C.
Kushner family
The Kushner family is a prominent American real estate and political family known for its extensive property holdings and close ties to former U.S. President Donald Trump through Jared Kushner.
-
D.
Fred C. Koch
Fred C. Koch was an American chemical engineer and entrepreneur who co-founded the oil refining company that became Koch Industries.
-
E.
Christopher Koch
Christopher Koch was an Australian novelist best known for his Miles Franklin Award–winning novel "The Year of Living Dangerously," which was adapted into a successful film.
- 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63f79adf08190b1c0b008f30b0acd |
completed | April 20, 2026, 3 p.m. |
Created at: April 10, 2026, 1:42 p.m.