Triple

T6337098
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Oversight, Management, and Economic Stability Act E142517 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 114-187
Public Law 114-187 is a 2016 U.S. federal statute, known as the Puerto Rico Oversight, Management, and Economic Stability Act (PROMESA), that established a financial oversight board and restructuring process to address Puerto Rico’s debt crisis.
E586788 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 114-187 | Statement: [Puerto Rico Oversight, Management, and Economic Stability Act, publicLawNumber, Public Law 114-187]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 114-187
Context triple: [Puerto Rico Oversight, Management, and Economic Stability Act, publicLawNumber, Public Law 114-187]
  • A. Public Law 114-94
    Public Law 114-94 is a U.S. federal statute enacted in 2015 that reauthorized and funded national surface transportation and infrastructure programs for multiple years.
  • B. Public Law 114-92
    Public Law 114-92 is the National Defense Authorization Act for Fiscal Year 2016, a U.S. federal law that sets annual defense policies and funding priorities for the Department of Defense.
  • C. Public Law 115-278
    Public Law 115-278 is the 2018 U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts in protecting critical infrastructure from cyber and physical threats.
  • D. Public Law 115-334
    Public Law 115-334 is the 2018 U.S. Farm Bill, a comprehensive federal statute that reauthorizes and reforms agricultural, nutrition, conservation, and rural development programs.
  • E. Public Law 115-182
    Public Law 115-182 is a 2018 U.S. federal statute that overhauled veterans’ health care by expanding community care options, consolidating VA programs, and enhancing support for caregivers under the Department of Veterans Affairs.
  • 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 114-187
Triple: [Puerto Rico Oversight, Management, and Economic Stability Act, publicLawNumber, Public Law 114-187]
Generated description
Public Law 114-187 is a 2016 U.S. federal statute, known as the Puerto Rico Oversight, Management, and Economic Stability Act (PROMESA), that established a financial oversight board and restructuring process to address Puerto Rico’s debt crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 114-187
Target entity description: Public Law 114-187 is a 2016 U.S. federal statute, known as the Puerto Rico Oversight, Management, and Economic Stability Act (PROMESA), that established a financial oversight board and restructuring process to address Puerto Rico’s debt crisis.
  • A. Public Law 114-94
    Public Law 114-94 is a U.S. federal statute enacted in 2015 that reauthorized and funded national surface transportation and infrastructure programs for multiple years.
  • B. Public Law 114-92
    Public Law 114-92 is the National Defense Authorization Act for Fiscal Year 2016, a U.S. federal law that sets annual defense policies and funding priorities for the Department of Defense.
  • C. Public Law 115-278
    Public Law 115-278 is the 2018 U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts in protecting critical infrastructure from cyber and physical threats.
  • D. Public Law 115-334
    Public Law 115-334 is the 2018 U.S. Farm Bill, a comprehensive federal statute that reauthorizes and reforms agricultural, nutrition, conservation, and rural development programs.
  • E. Public Law 115-182
    Public Law 115-182 is a 2018 U.S. federal statute that overhauled veterans’ health care by expanding community care options, consolidating VA programs, and enhancing support for caregivers under the Department of Veterans Affairs.
  • 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_69c008d4d8e88190ad301c05b08722ac completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0654c63508190b51f7b622388e5ad completed March 22, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c604307b388190bbc59f5f57cb4bbe completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c606cb4d3c8190b8200ee8284cf1e7 completed March 27, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69c60741e7388190a8194d168a769cfd completed March 27, 2026, 4:27 a.m.
Created at: March 22, 2026, 4:30 p.m.