Triple
T20794545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title VIII – Forestry |
E511877
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Cooperative Forestry Assistance Act of 1978 |
—
|
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: Cooperative Forestry Assistance Act of 1978 | Statement: [Title VIII – Forestry, relatedTo, Cooperative Forestry Assistance Act of 1978]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooperative Forestry Assistance Act of 1978 Context triple: [Title VIII – Forestry, relatedTo, Cooperative Forestry Assistance Act of 1978]
-
A.
National Forest Management Act of 1976
The National Forest Management Act of 1976 is a U.S. federal law that governs the administration and planning of national forests, emphasizing sustainable resource management, environmental protection, and public participation in decision-making.
-
B.
Forest and Rangeland Renewable Resources Planning Act of 1974
The Forest and Rangeland Renewable Resources Planning Act of 1974 is a U.S. federal law that requires long-range planning and periodic assessment of the nation’s forest and rangeland resources to guide their sustainable management.
-
C.
Multiple-Use Sustained-Yield Act of 1960
The Multiple-Use Sustained-Yield Act of 1960 is a U.S. federal law that directs national forests to be managed for a balanced combination of uses—such as recreation, timber, watershed, wildlife, and range—on a sustainable basis.
-
D.
Timber Culture Act
The Timber Culture Act was an 1873 U.S. law that granted settlers additional western land on the condition that they plant and cultivate trees, aiming to promote forestry and settlement on the Great Plains.
-
E.
Forest Conservation Act, 1980
The Forest Conservation Act, 1980 is an Indian law that regulates the diversion and use of forest land to curb deforestation and promote sustainable forest management.
- 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: Cooperative Forestry Assistance Act of 1978 Target entity description: The Cooperative Forestry Assistance Act of 1978 is a U.S. federal law that provides authority and funding for cooperative programs to support state and private forestry, including forest management, conservation, and wildfire protection.
-
A.
National Forest Management Act of 1976
The National Forest Management Act of 1976 is a U.S. federal law that governs the administration and planning of national forests, emphasizing sustainable resource management, environmental protection, and public participation in decision-making.
-
B.
Forest and Rangeland Renewable Resources Planning Act of 1974
The Forest and Rangeland Renewable Resources Planning Act of 1974 is a U.S. federal law that requires long-range planning and periodic assessment of the nation’s forest and rangeland resources to guide their sustainable management.
-
C.
Multiple-Use Sustained-Yield Act of 1960
The Multiple-Use Sustained-Yield Act of 1960 is a U.S. federal law that directs national forests to be managed for a balanced combination of uses—such as recreation, timber, watershed, wildlife, and range—on a sustainable basis.
-
D.
Timber Culture Act
The Timber Culture Act was an 1873 U.S. law that granted settlers additional western land on the condition that they plant and cultivate trees, aiming to promote forestry and settlement on the Great Plains.
-
E.
Forest Conservation Act, 1980
The Forest Conservation Act, 1980 is an Indian law that regulates the diversion and use of forest land to curb deforestation and promote sustainable forest management.
- 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_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2abbcc8819091bb0225a0650ab6 |
completed | April 21, 2026, 12:19 a.m. |
Created at: April 16, 2026, 12:39 p.m.