Triple

T12029272
Position Surface form Disambiguated ID Type / Status
Subject Telecommunications Act of 1996 E286358 entity
Predicate titleContains P3254 FINISHED
Object Title II – Broadcast Services
Title II – Broadcast Services is a section of U.S. telecommunications law that establishes regulatory frameworks and obligations for broadcast service providers.
E959901 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 II – Broadcast Services | Statement: [Telecommunications Act of 1996, titleContains, Title II – Broadcast Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title II – Broadcast Services
Context triple: [Telecommunications Act of 1996, titleContains, Title II – Broadcast Services]
  • A. Title II – Common Carriers
    Title II – Common Carriers is the section of the Communications Act of 1934 that establishes regulatory obligations and oversight for telecommunications service providers classified as common carriers in the United States.
  • B. Broadcasting Services Act 1992
    The Broadcasting Services Act 1992 is an Australian law that regulates broadcasting, online content, and media services, establishing the framework for licensing, content standards, and industry oversight.
  • C. Title II
    Title II is the section of the Americans with Disabilities Act that prohibits disability-based discrimination by state and local governments and requires equal access to their programs, services, and activities.
  • D. Title II
    Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
  • E. Title II
    Title II is a major federal education funding program that supports improving teacher quality and professional development in K–12 schools across the United States.
  • 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 II – Broadcast Services
Triple: [Telecommunications Act of 1996, titleContains, Title II – Broadcast Services]
Generated description
Title II – Broadcast Services is a section of U.S. telecommunications law that establishes regulatory frameworks and obligations for broadcast service providers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title II – Broadcast Services
Target entity description: Title II – Broadcast Services is a section of U.S. telecommunications law that establishes regulatory frameworks and obligations for broadcast service providers.
  • A. Title II – Common Carriers
    Title II – Common Carriers is the section of the Communications Act of 1934 that establishes regulatory obligations and oversight for telecommunications service providers classified as common carriers in the United States.
  • B. Broadcasting Services Act 1992
    The Broadcasting Services Act 1992 is an Australian law that regulates broadcasting, online content, and media services, establishing the framework for licensing, content standards, and industry oversight.
  • C. Title II
    Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
  • D. Title II
    Title II is the section of the Americans with Disabilities Act that prohibits disability-based discrimination by state and local governments and requires equal access to their programs, services, and activities.
  • E. Title II
    Title II is a major federal education funding program that supports improving teacher quality and professional development in K–12 schools across the United States.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f13ae8819097a5740f7c51df82 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b8d37ec81908d4a1668e932ca5b completed May 1, 2026, 11:16 a.m.
NEDg Description generation batch_69f48fc7a8848190a06b34cc45db4789 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495fbfa2481908a1d757a27909d5a completed May 1, 2026, 12:01 p.m.
Created at: April 8, 2026, 9:47 p.m.