Triple

T7195516
Position Surface form Disambiguated ID Type / Status
Subject Title 47 of the United States Code E168603 entity
Predicate hasChapter P35 FINISHED
Object Chapter 10 – Public Safety Communications
Chapter 10 – Public Safety Communications is a section of U.S. telecommunications law that governs the organization, regulation, and operation of public safety and emergency communications systems.
E197702 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: Chapter 10 – Public Safety Communications | Statement: [Title 47 of the United States Code, hasChapter, Chapter 10 – Public Safety Communications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chapter 10 – Public Safety Communications
Context triple: [Title 47 of the United States Code, hasChapter, Chapter 10 – Public Safety Communications]
  • A. Title XVIII—Emergency Communications
    Title XVIII—Emergency Communications is a section of U.S. homeland security legislation that establishes and governs federal programs and structures for coordinating and improving emergency communications capabilities.
  • B. Office of Interoperable and Emergency Communications
    The Office of Interoperable and Emergency Communications is a New York State government office responsible for coordinating and improving public safety communications and emergency response interoperability across agencies and jurisdictions.
  • C. Interoperable Emergency Communications Grant Program
    The Interoperable Emergency Communications Grant Program is a federal funding initiative that supports state and local efforts to improve and coordinate emergency communications systems among first responders.
  • D. Communications Command Center
    The Communications Command Center is a central facility of the Tokyo Metropolitan Police Department responsible for managing emergency calls, coordinating police communications, and directing operational responses across Tokyo.
  • E. Emergency Communications Division
    The Emergency Communications Division is a component of the U.S. Cybersecurity and Infrastructure Security Agency responsible for ensuring reliable, interoperable communications for emergency responders and public safety partners.
  • 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: Chapter 10 – Public Safety Communications
Triple: [Title 47 of the United States Code, hasChapter, Chapter 10 – Public Safety Communications]
Generated description
Chapter 10 – Public Safety Communications is a section of U.S. telecommunications law that governs the organization, regulation, and operation of public safety and emergency communications systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chapter 10 – Public Safety Communications
Target entity description: Chapter 10 – Public Safety Communications is a section of U.S. telecommunications law that governs the organization, regulation, and operation of public safety and emergency communications systems.
  • A. Title XVIII—Emergency Communications chosen
    Title XVIII—Emergency Communications is a section of U.S. homeland security legislation that establishes and governs federal programs and structures for coordinating and improving emergency communications capabilities.
  • B. Office of Interoperable and Emergency Communications
    The Office of Interoperable and Emergency Communications is a New York State government office responsible for coordinating and improving public safety communications and emergency response interoperability across agencies and jurisdictions.
  • C. Interoperable Emergency Communications Grant Program
    The Interoperable Emergency Communications Grant Program is a federal funding initiative that supports state and local efforts to improve and coordinate emergency communications systems among first responders.
  • D. Communications Command Center
    The Communications Command Center is a central facility of the Tokyo Metropolitan Police Department responsible for managing emergency calls, coordinating police communications, and directing operational responses across Tokyo.
  • E. Emergency Communications Division
    The Emergency Communications Division is a component of the U.S. Cybersecurity and Infrastructure Security Agency responsible for ensuring reliable, interoperable communications for emergency responders and public safety partners.
  • F. None of above.

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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e927709c81909edf6ee42fe7f833 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfa14e1c8190968b207bef0c96a9 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c0a8985c8190894b28c9b733a205 completed March 28, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c7c1352f8881909c3a7d03a5f2a5b1 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:51 p.m.