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.