Triple
T17500992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grover Norquist |
E426184
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Americans for Tax Reform |
—
|
NE NERFINISHED |
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: Americans for Tax Reform | Statement: [Grover Norquist, employer, Americans for Tax Reform]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Americans for Tax Reform Context triple: [Grover Norquist, employer, Americans for Tax Reform]
-
A.
Americans for Tax Reform
chosen
Americans for Tax Reform is a conservative U.S. advocacy group best known for promoting low-tax policies and its influential “Taxpayer Protection Pledge” for elected officials.
-
B.
Americans for Prosperity
Americans for Prosperity is a conservative political advocacy group in the United States, backed by the Koch network, that promotes limited government, lower taxes, and free-market policies.
-
C.
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.
-
D.
REFORM Alliance
REFORM Alliance is a criminal justice reform organization focused on transforming probation and parole laws in the United States, co-founded by rapper Meek Mill and other high-profile leaders.
-
E.
Tea Party Patriots
Tea Party Patriots is a conservative American political organization aligned with the Tea Party movement, known for advocating limited government, lower taxes, and fiscal responsibility.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d889dd9164819087b1dc3c9240c870 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e45212140c8190a2987ffabbacce22 |
completed | April 19, 2026, 3:54 a.m. |
Created at: April 10, 2026, 5:48 a.m.