Triple

T13295696
Position Surface form Disambiguated ID Type / Status
Subject Social Security Amendments of 1983 E316675 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 98-21
Public Law 98-21 is the 1983 U.S. federal statute that significantly reformed Social Security to address its financial solvency and adjust benefits and taxation.
E1032596 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 98-21 | Statement: [Social Security Amendments of 1983, publicLawNumber, Public Law 98-21]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 98-21
Context triple: [Social Security Amendments of 1983, publicLawNumber, Public Law 98-21]
  • A. 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.
  • B. Public Law 99-198
    Public Law 99-198 is a major U.S. federal statute, commonly known as the Food Security Act of 1985, that overhauled agricultural policy, including farm income support, conservation programs, and food assistance.
  • C. Public Law 98-417
    Public Law 98-417 is a landmark U.S. federal statute that created the modern generic drug approval pathway while balancing pharmaceutical innovation through patent term restoration.
  • D. Public Law 95-341
    Public Law 95-341 is the federal statute commonly known as the American Indian Religious Freedom Act of 1978, which protects and promotes the traditional religious rights and cultural practices of American Indians, Alaska Natives, and Native Hawaiians.
  • E. Public Law 96-212
    Public Law 96-212 is the formal designation of the Refugee Act of 1980, a landmark U.S. law that created a comprehensive system for the admission and resettlement of refugees and aligned American refugee policy with international standards.
  • 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 98-21
Triple: [Social Security Amendments of 1983, publicLawNumber, Public Law 98-21]
Generated description
Public Law 98-21 is the 1983 U.S. federal statute that significantly reformed Social Security to address its financial solvency and adjust benefits and taxation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 98-21
Target entity description: Public Law 98-21 is the 1983 U.S. federal statute that significantly reformed Social Security to address its financial solvency and adjust benefits and taxation.
  • A. 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.
  • B. Public Law 99-198
    Public Law 99-198 is a major U.S. federal statute, commonly known as the Food Security Act of 1985, that overhauled agricultural policy, including farm income support, conservation programs, and food assistance.
  • C. Public Law 98-417
    Public Law 98-417 is a landmark U.S. federal statute that created the modern generic drug approval pathway while balancing pharmaceutical innovation through patent term restoration.
  • D. Public Law 95-341
    Public Law 95-341 is the federal statute commonly known as the American Indian Religious Freedom Act of 1978, which protects and promotes the traditional religious rights and cultural practices of American Indians, Alaska Natives, and Native Hawaiians.
  • E. Public Law 96-212
    Public Law 96-212 is the formal designation of the Refugee Act of 1980, a landmark U.S. law that created a comprehensive system for the admission and resettlement of refugees and aligned American refugee policy with international standards.
  • 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99079c8508190b6208db9affcbc0e completed April 11, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716dad3648190bf360955fbdfb2f0 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f7177e07508190b46e6a12f09e7986 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f717e72b988190927b628022bcbf12 completed May 3, 2026, 9:39 a.m.
Created at: April 9, 2026, 9:28 p.m.