Triple

T4425954
Position Surface form Disambiguated ID Type / Status
Subject Communications Act of 1934 E95209 entity
Predicate containsTitle P3254 FINISHED
Object Title IV – Procedural and Administrative Provisions
Title IV – Procedural and Administrative Provisions is the section of the Communications Act of 1934 that sets out the Federal Communications Commission’s internal procedures, enforcement mechanisms, and administrative authorities for regulating communications in the United States.
E438383 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 – Procedural and Administrative Provisions | Statement: [Communications Act of 1934, containsTitle, Title IV – Procedural and Administrative Provisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – Procedural and Administrative Provisions
Context triple: [Communications Act of 1934, containsTitle, Title IV – Procedural and Administrative Provisions]
  • A. Subtitle III – Administrative Provisions
    Subtitle III – Administrative Provisions is a section of U.S. space law that sets out organizational, procedural, and administrative rules governing the implementation and oversight of national space activities.
  • B. 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.
  • C. 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.
  • D. Title IV: Government and Administration
    Title IV: Government and Administration is the section of the Spanish Constitution that sets out the structure, powers, and functioning of Spain’s executive branch and public administration.
  • E. Title I—General Provisions and Policies
    Title I—General Provisions and Policies is the section of the Cranston-Gonzalez National Affordable Housing Act that sets out the overarching purposes, definitions, and policy framework guiding the Act’s affordable housing programs.
  • 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 – Procedural and Administrative Provisions
Triple: [Communications Act of 1934, containsTitle, Title IV – Procedural and Administrative Provisions]
Generated description
Title IV – Procedural and Administrative Provisions is the section of the Communications Act of 1934 that sets out the Federal Communications Commission’s internal procedures, enforcement mechanisms, and administrative authorities for regulating communications in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – Procedural and Administrative Provisions
Target entity description: Title IV – Procedural and Administrative Provisions is the section of the Communications Act of 1934 that sets out the Federal Communications Commission’s internal procedures, enforcement mechanisms, and administrative authorities for regulating communications in the United States.
  • A. Subtitle III – Administrative Provisions
    Subtitle III – Administrative Provisions is a section of U.S. space law that sets out organizational, procedural, and administrative rules governing the implementation and oversight of national space activities.
  • 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 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.
  • D. Title IV: Government and Administration
    Title IV: Government and Administration is the section of the Spanish Constitution that sets out the structure, powers, and functioning of Spain’s executive branch and public administration.
  • E. Title I—General Provisions and Policies
    Title I—General Provisions and Policies is the section of the Cranston-Gonzalez National Affordable Housing Act that sets out the overarching purposes, definitions, and policy framework guiding the Act’s affordable housing programs.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554e40ec8190982acc0948da2f42 completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f633a69c8190b062c2a78b0f8319 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6bcfa0481909d07ffb2a975a350 completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f733c660819081c68dc3ec342e12 completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:30 p.m.