Triple
T17078099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flint Hills Resources |
E414401
|
entity |
| Predicate | parentCompany |
P254
|
FINISHED |
| Object | Koch Industries |
E85149
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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 Industries | Statement: [Flint Hills Resources, parentCompany, Koch Industries]
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: [Flint Hills Resources, parentCompany, 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_69d886cef44c8190ba56c44b4e863e64 |
elicitation | completed |
| NER | batch_69e3dbc625c48190b679a521180e10ad |
ner | completed |
| NED1 | batch_6a014140722481909f976e32597a873d |
ned_source_triple | completed |
Created at: April 10, 2026, 5:34 a.m.