Triple

T11809186
Position Surface form Disambiguated ID Type / Status
Subject Public Law 110-181 E280825 entity
Predicate containsTitle P3254 FINISHED
Object Title III – Operation and Maintenance
Title III – Operation and Maintenance is a section of U.S. defense authorization law that provides funding and guidelines for the day-to-day operation, readiness, and maintenance of the armed forces and related defense activities.
E947426 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 III – Operation and Maintenance | Statement: [Public Law 110-181, containsTitle, Title III – Operation and Maintenance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III – Operation and Maintenance
Context triple: [Public Law 110-181, containsTitle, Title III – Operation and Maintenance]
  • A. Title III – Computer Maintenance Competition Assurance Act
    Title III – Computer Maintenance Competition Assurance Act is a provision of U.S. copyright law that clarifies and limits liability for making temporary software copies in the course of computer maintenance and repair.
  • B. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 III – Operation and Maintenance
Triple: [Public Law 110-181, containsTitle, Title III – Operation and Maintenance]
Generated description
Title III – Operation and Maintenance is a section of U.S. defense authorization law that provides funding and guidelines for the day-to-day operation, readiness, and maintenance of the armed forces and related defense activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III – Operation and Maintenance
Target entity description: Title III – Operation and Maintenance is a section of U.S. defense authorization law that provides funding and guidelines for the day-to-day operation, readiness, and maintenance of the armed forces and related defense activities.
  • A. Title III – Computer Maintenance Competition Assurance Act
    Title III – Computer Maintenance Competition Assurance Act is a provision of U.S. copyright law that clarifies and limits liability for making temporary software copies in the course of computer maintenance and repair.
  • B. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5c93a1881909b428bf3ed55bb57 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f13188b89c819095ba5d27de7ebbb2 completed April 28, 2026, 10:15 p.m.
NEDg Description generation batch_69f141b1c50c819081a8055d951a49de completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fcb63208190ad1185ad66314fa9 completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.