Triple

T2725266
Position Surface form Disambiguated ID Type / Status
Subject PROTECT Act E60175 entity
Predicate title P38 FINISHED
Object Public Law 108-21
Public Law 108-21 is a 2003 U.S. federal statute, known as the PROTECT Act, that strengthened laws against child exploitation and abuse, including tougher penalties and expanded investigative tools.
E303895 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 108-21 | Statement: [PROTECT Act, title, Public Law 108-21]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 108-21
Context triple: [PROTECT Act, title, Public Law 108-21]
  • A. Public Law 108-183
    Public Law 108-183 is a U.S. federal statute enacted in 2003 that expanded benefits and contracting opportunities for veterans, particularly those with service-connected disabilities.
  • B. Public Law 104-208
    Public Law 104-208 is a U.S. federal statute, enacted in 1996 as an omnibus appropriations act, that among other provisions established and governs the Assembled Chemical Weapons Alternatives program for the safe destruction of certain chemical weapons stockpiles.
  • C. 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.
  • D. Public Law 110-181
    Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
  • E. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • 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 108-21
Triple: [PROTECT Act, title, Public Law 108-21]
Generated description
Public Law 108-21 is a 2003 U.S. federal statute, known as the PROTECT Act, that strengthened laws against child exploitation and abuse, including tougher penalties and expanded investigative tools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 108-21
Target entity description: Public Law 108-21 is a 2003 U.S. federal statute, known as the PROTECT Act, that strengthened laws against child exploitation and abuse, including tougher penalties and expanded investigative tools.
  • A. Public Law 108-183
    Public Law 108-183 is a U.S. federal statute enacted in 2003 that expanded benefits and contracting opportunities for veterans, particularly those with service-connected disabilities.
  • B. Public Law 104-208
    Public Law 104-208 is a U.S. federal statute, enacted in 1996 as an omnibus appropriations act, that among other provisions established and governs the Assembled Chemical Weapons Alternatives program for the safe destruction of certain chemical weapons stockpiles.
  • C. 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.
  • D. Public Law 110-181
    Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
  • E. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacd7e24819084a620063e3f7aa4 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8920e64819099074f019020bb59 completed March 10, 2026, 9:46 a.m.
NEDg Description generation batch_69afe92b8c4c8190a91c1e8564f412ad completed March 10, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69b008cbabc4819090cc20cf990d16e6 completed March 10, 2026, 12:04 p.m.
Created at: March 6, 2026, 9:55 p.m.