Triple

T6337109
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Oversight, Management, and Economic Stability Act E142517 entity
Predicate containsTitle P3254 FINISHED
Object Title IV
Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
E586789 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: Title IV | Statement: [Puerto Rico Oversight, Management, and Economic Stability Act, containsTitle, Title IV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV
Context triple: [Puerto Rico Oversight, Management, and Economic Stability Act, containsTitle, Title IV]
  • A. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • B. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • C. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • D. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • E. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • 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: Title IV
Triple: [Puerto Rico Oversight, Management, and Economic Stability Act, containsTitle, Title IV]
Generated description
Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV
Target entity description: Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • A. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • B. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • C. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • D. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • E. Title III
    Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
  • 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.