Triple
T9829295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Forest Management Act of 1976 |
E238740
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 94-588
Public Law 94-588 is the formal designation of the National Forest Management Act of 1976, a key U.S. law that reformed the management and conservation of national forests.
|
E823905
|
NE FINISHED |
How this triple was built (4 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: Public Law 94-588 | Statement: [National Forest Management Act of 1976, publicLawNumber, Public Law 94-588]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 94-588 Context triple: [National Forest Management Act of 1976, publicLawNumber, Public Law 94-588]
-
A.
Public Law 94-580
Public Law 94-580 is the 1976 U.S. federal statute commonly known as the Resource Conservation and Recovery Act, which established a comprehensive framework for managing solid and hazardous waste.
-
B.
Public Law 94-584
Public Law 94-584 is a United States federal statute enacted in 1976 that authorized the people of Guam to draft and adopt their own territorial constitution, thereby formalizing a greater degree of self-government.
-
C.
Public Law 92-583
Public Law 92-583 is the 1972 U.S. federal statute that established the Coastal Zone Management Act, creating a national framework for protecting and managing the nation’s coastal resources in partnership with the states.
-
D.
Public Law 95-598
Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
-
E.
Public Law 88-408
Public Law 88-408 is the formal statutory designation of the Gulf of Tonkin Resolution, the 1964 U.S. congressional measure that authorized expanded military involvement in Vietnam.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Public Law 94-588 Triple: [National Forest Management Act of 1976, publicLawNumber, Public Law 94-588]
Generated description
Public Law 94-588 is the formal designation of the National Forest Management Act of 1976, a key U.S. law that reformed the management and conservation of national forests.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 94-588 Target entity description: Public Law 94-588 is the formal designation of the National Forest Management Act of 1976, a key U.S. law that reformed the management and conservation of national forests.
-
A.
Public Law 94-580
Public Law 94-580 is the 1976 U.S. federal statute commonly known as the Resource Conservation and Recovery Act, which established a comprehensive framework for managing solid and hazardous waste.
-
B.
Public Law 94-584
Public Law 94-584 is a United States federal statute enacted in 1976 that authorized the people of Guam to draft and adopt their own territorial constitution, thereby formalizing a greater degree of self-government.
-
C.
Public Law 92-583
Public Law 92-583 is the 1972 U.S. federal statute that established the Coastal Zone Management Act, creating a national framework for protecting and managing the nation’s coastal resources in partnership with the states.
-
D.
Public Law 95-598
Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
-
E.
Public Law 88-408
Public Law 88-408 is the formal statutory designation of the Gulf of Tonkin Resolution, the 1964 U.S. congressional measure that authorized expanded military involvement in Vietnam.
- F. None of above. chosen
Provenance (5 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3282a2481908913addf2b3fa58b |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc8ca2808190a1da0641162f12d1 |
completed | April 5, 2026, 2:44 a.m. |
| NEDg | Description generation | batch_69d1cf8c89f481908dcc9c430d9e45a2 |
completed | April 5, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d01f546881909e65789ed2895825 |
completed | April 5, 2026, 2:59 a.m. |
Created at: March 30, 2026, 8:32 p.m.