Triple
T13635448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred C. Koch |
E325835
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Koch Industries |
E85149
|
NE FINISHED |
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koch Industries Context triple: [Fred C. Koch, employer, Koch Industries]
-
A.
Koch Industries
chosen
Koch Industries is one of the largest privately held conglomerates in the United States, with diverse operations spanning energy, chemicals, manufacturing, and consumer products.
-
B.
Lufkin Industries
Lufkin Industries is a manufacturing company best known for producing oilfield equipment and industrial machinery, serving as a key employer in Lufkin, Texas.
-
C.
Halliburton
Halliburton is a major American multinational corporation that provides products and services to the oil and gas industry worldwide.
-
D.
Kerr-McGee Oil Industries
Kerr-McGee Oil Industries was a major American energy company involved in oil and gas exploration, production, and chemical manufacturing before its acquisition by Anadarko Petroleum in 2006.
-
E.
Cargill
Cargill is a large American privately held global food and agribusiness company involved in commodities trading, food production, and agricultural services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d8076beddc8190a53156f5bea77f5e |
elicitation | completed |
| NER | batch_69dbc5a616dc81908b8c1213e1d4beed |
ner | completed |
| NED1 | batch_69f794307c288190a0f4629bf5e2b0d9 |
ned_source_triple | completed |
Created at: April 9, 2026, 9:51 p.m.