Triple

T12993423
Position Surface form Disambiguated ID Type / Status
Subject NSMIA E321971 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 104-290
Public Law 104-290 is a 1996 U.S. federal statute, known as the National Securities Markets Improvement Act (NSMIA), that reformed securities regulation by reallocating oversight between federal and state authorities.
E1014597 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 104-290 | Statement: [NSMIA, publicLawNumber, Public Law 104-290]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 104-290
Context triple: [NSMIA, publicLawNumber, Public Law 104-290]
  • A. Public Law 104-191
    Public Law 104-191 is the U.S. federal statute enacted in 1996 that established the Health Insurance Portability and Accountability Act (HIPAA), setting national standards for health insurance portability, privacy, and security of health information.
  • B. Public Law 104-199
    Public Law 104-199 is the formal designation of the U.S. Defense of Marriage Act, a 1996 federal law that defined marriage for federal purposes as the union of one man and one woman and allowed states to refuse recognition of same-sex marriages from other states.
  • C. Public Law 104-193
    Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
  • D. Public Law 104-104
    Public Law 104-104 is the formal designation of the Telecommunications Act of 1996, a major U.S. federal law that overhauled telecommunications regulation to promote competition and reduce regulatory barriers.
  • E. Public Law 105-292
    Public Law 105-292 is the U.S. federal statute commonly known as the International Religious Freedom Act of 1998, which established mechanisms to promote and monitor religious freedom worldwide as a core component of American foreign policy.
  • 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 104-290
Triple: [NSMIA, publicLawNumber, Public Law 104-290]
Generated description
Public Law 104-290 is a 1996 U.S. federal statute, known as the National Securities Markets Improvement Act (NSMIA), that reformed securities regulation by reallocating oversight between federal and state authorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 104-290
Target entity description: Public Law 104-290 is a 1996 U.S. federal statute, known as the National Securities Markets Improvement Act (NSMIA), that reformed securities regulation by reallocating oversight between federal and state authorities.
  • A. Public Law 104-191
    Public Law 104-191 is the U.S. federal statute enacted in 1996 that established the Health Insurance Portability and Accountability Act (HIPAA), setting national standards for health insurance portability, privacy, and security of health information.
  • B. Public Law 104-199
    Public Law 104-199 is the formal designation of the U.S. Defense of Marriage Act, a 1996 federal law that defined marriage for federal purposes as the union of one man and one woman and allowed states to refuse recognition of same-sex marriages from other states.
  • C. Public Law 104-193
    Public Law 104-193 is the 1996 U.S. federal welfare reform law that overhauled Aid to Families with Dependent Children and created the Temporary Assistance for Needy Families (TANF) program, emphasizing work requirements and time-limited benefits.
  • D. Public Law 104-104
    Public Law 104-104 is the formal designation of the Telecommunications Act of 1996, a major U.S. federal law that overhauled telecommunications regulation to promote competition and reduce regulatory barriers.
  • E. Public Law 105-292
    Public Law 105-292 is the U.S. federal statute commonly known as the International Religious Freedom Act of 1998, which established mechanisms to promote and monitor religious freedom worldwide as a core component of American foreign policy.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7877f481908a03f1077600e58a completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8fd5f44819087df1163b8f703ec completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9dcd5cc8190bff5bd153c007866 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb304f7c8190a02aa2c5f71cea89 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:44 p.m.