Triple
T12088078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koch family |
E287861
|
entity |
| Predicate | finances |
P154
|
FINISHED |
| Object | Cato Institute |
E553400
|
NE FINISHED |
How this triple was built (2 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: Cato Institute | Statement: [Koch family, finances, Cato Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cato Institute Context triple: [Koch family, finances, Cato Institute]
-
A.
Cato Institute
chosen
The Cato Institute is a prominent libertarian think tank based in Washington, D.C., known for advocating free markets, limited government, and individual liberty.
-
B.
Heritage Foundation
The Heritage Foundation is a prominent conservative think tank in the United States known for shaping Republican policy agendas and influencing public debate on issues such as limited government, free markets, and national defense.
-
C.
American Enterprise Institute
The American Enterprise Institute is a conservative public policy think tank based in Washington, D.C., known for its influence on U.S. economic, foreign, and social policy debates.
-
D.
Manhattan Institute
The Manhattan Institute is a conservative American think tank based in New York City that focuses on public policy issues such as urban affairs, economics, and criminal justice.
-
E.
Brookings Institution
The Brookings Institution is a prominent nonpartisan think tank based in Washington, D.C., known for its influential research and policy analysis on economics, governance, and international affairs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab4964708190850585628b287b0c |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d91514c78c8190bc1cd569e524e8b4 |
completed | April 10, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a6d74888190aab150f1ceb2e9f1 |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:48 p.m.