Triple

T2953799
Position Surface form Disambiguated ID Type / Status
Subject Economic Recovery Tax Act of 1981 E79882 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 97-34
Public Law 97-34 is the formal designation of the Economic Recovery Tax Act of 1981, a major U.S. federal law that significantly reduced income tax rates and aimed to stimulate economic growth.
E315162 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 97-34 | Statement: [Economic Recovery Tax Act of 1981, publicLawNumber, Public Law 97-34]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 97-34
Context triple: [Economic Recovery Tax Act of 1981, publicLawNumber, Public Law 97-34]
  • A. Public Law 89-97
    Public Law 89-97 is the landmark 1965 U.S. federal statute that created the Medicare and Medicaid programs and significantly expanded Social Security.
  • B. Public Law 96-95
    Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
  • C. Public Law 99-177
    Public Law 99-177 is the 1985 U.S. federal statute, commonly known as the Gramm–Rudman–Hollings Act, that established automatic deficit-reduction measures aimed at achieving a balanced federal budget.
  • D. Public Law 93-344
    Public Law 93-344 is the Congressional Budget and Impoundment Control Act of 1974, a landmark U.S. federal law that overhauled the congressional budget process and limited presidential impoundment of funds.
  • E. Public Law 95-87
    Public Law 95-87 is the formal designation of the Surface Mining Control and Reclamation Act of 1977, a key U.S. federal law regulating environmental impacts of coal mining and requiring land reclamation.
  • 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 97-34
Triple: [Economic Recovery Tax Act of 1981, publicLawNumber, Public Law 97-34]
Generated description
Public Law 97-34 is the formal designation of the Economic Recovery Tax Act of 1981, a major U.S. federal law that significantly reduced income tax rates and aimed to stimulate economic growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 97-34
Target entity description: Public Law 97-34 is the formal designation of the Economic Recovery Tax Act of 1981, a major U.S. federal law that significantly reduced income tax rates and aimed to stimulate economic growth.
  • A. Public Law 89-97
    Public Law 89-97 is the landmark 1965 U.S. federal statute that created the Medicare and Medicaid programs and significantly expanded Social Security.
  • B. Public Law 96-95
    Public Law 96-95 is the 1979 U.S. federal statute, known as the Archaeological Resources Protection Act, that safeguards archaeological resources on public and Indian lands.
  • C. Public Law 99-177
    Public Law 99-177 is the 1985 U.S. federal statute, commonly known as the Gramm–Rudman–Hollings Act, that established automatic deficit-reduction measures aimed at achieving a balanced federal budget.
  • D. Public Law 93-344
    Public Law 93-344 is the Congressional Budget and Impoundment Control Act of 1974, a landmark U.S. federal law that overhauled the congressional budget process and limited presidential impoundment of funds.
  • E. Public Law 95-87
    Public Law 95-87 is the formal designation of the Surface Mining Control and Reclamation Act of 1977, a key U.S. federal law regulating environmental impacts of coal mining and requiring land reclamation.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98ff874c81908077a90fdc5e8549 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc82d1248190869beffffc0bf956 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd25e07c819088b2b1bcef4cf54e completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b100ecbee081908832ddec0efdc751 completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:57 p.m.