Triple

T5929209
Position Surface form Disambiguated ID Type / Status
Subject Balanced Budget Act of 1997 E131892 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 105-33
Public Law 105-33 is the Balanced Budget Act of 1997, a major U.S. federal law aimed at reducing the federal deficit through extensive changes to Medicare, Medicaid, and other spending and revenue provisions.
E554970 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 105-33 | Statement: [Balanced Budget Act of 1997, publicLawNumber, Public Law 105-33]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 105-33
Context triple: [Balanced Budget Act of 1997, publicLawNumber, Public Law 105-33]
  • A. Public Law 103-31
    Public Law 103-31 is the formal designation of the National Voter Registration Act of 1993, a landmark U.S. federal law aimed at increasing voter registration and participation.
  • B. Public Law 103-150
    Public Law 103-150 is a 1993 United States congressional joint resolution in which the federal government formally apologized for its role in the 1893 overthrow of the Kingdom of Hawaii and acknowledged the resulting injustices to Native Hawaiians.
  • C. Public Law 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • D. Public Law 105-206
    Public Law 105-206 is a major 1998 U.S. federal statute that overhauled the Internal Revenue Service, strengthened taxpayer rights, and implemented significant tax administration reforms.
  • 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 105-33
Triple: [Balanced Budget Act of 1997, publicLawNumber, Public Law 105-33]
Generated description
Public Law 105-33 is the Balanced Budget Act of 1997, a major U.S. federal law aimed at reducing the federal deficit through extensive changes to Medicare, Medicaid, and other spending and revenue provisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 105-33
Target entity description: Public Law 105-33 is the Balanced Budget Act of 1997, a major U.S. federal law aimed at reducing the federal deficit through extensive changes to Medicare, Medicaid, and other spending and revenue provisions.
  • A. Public Law 103-31
    Public Law 103-31 is the formal designation of the National Voter Registration Act of 1993, a landmark U.S. federal law aimed at increasing voter registration and participation.
  • B. Public Law 103-150
    Public Law 103-150 is a 1993 United States congressional joint resolution in which the federal government formally apologized for its role in the 1893 overthrow of the Kingdom of Hawaii and acknowledged the resulting injustices to Native Hawaiians.
  • C. Public Law 103-141
    Public Law 103-141 is the formal designation of the Religious Freedom Restoration Act of 1993, a U.S. federal law enacted to protect individuals’ free exercise of religion from substantial government burdens.
  • D. Public Law 105-206
    Public Law 105-206 is a major 1998 U.S. federal statute that overhauled the Internal Revenue Service, strengthened taxpayer rights, and implemented significant tax administration reforms.
  • 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_69c0085b75e88190a632f9691f9da48b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038571d108190b4f3d242c068452f completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c059b08c8190aec3a8ee0119abed completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c11933d081909bb5133ce3bcf7cc completed March 23, 2026, 4:27 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1c31b108190af16c66f6e8a4c25 completed March 23, 2026, 4:29 a.m.
Created at: March 22, 2026, 4 p.m.