Triple

T13987763
Position Surface form Disambiguated ID Type / Status
Subject Public Law 81-774 E336485 entity
Predicate hasComponent P35 FINISHED
Object Title III – Expansion of Productive Capacity and Supply
Title III – Expansion of Productive Capacity and Supply is a section of the Defense Production Act that authorizes federal support to expand and ensure the availability of critical industrial resources and production capabilities for national defense and essential civilian needs.
E1073458 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 – Expansion of Productive Capacity and Supply | Statement: [Public Law 81-774, hasComponent, Title III – Expansion of Productive Capacity and Supply]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III – Expansion of Productive Capacity and Supply
Context triple: [Public Law 81-774, hasComponent, Title III – Expansion of Productive Capacity and Supply]
  • A. 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.
  • B. 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.
  • 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 – Trade
    Title III – Trade is the section of the Agriculture Improvement Act of 2018 that governs U.S. agricultural trade programs, export promotion, and related international food assistance initiatives.
  • 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 – Expansion of Productive Capacity and Supply
Triple: [Public Law 81-774, hasComponent, Title III – Expansion of Productive Capacity and Supply]
Generated description
Title III – Expansion of Productive Capacity and Supply is a section of the Defense Production Act that authorizes federal support to expand and ensure the availability of critical industrial resources and production capabilities for national defense and essential civilian needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III – Expansion of Productive Capacity and Supply
Target entity description: Title III – Expansion of Productive Capacity and Supply is a section of the Defense Production Act that authorizes federal support to expand and ensure the availability of critical industrial resources and production capabilities for national defense and essential civilian needs.
  • A. 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.
  • B. 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.
  • 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 – Trade
    Title III – Trade is the section of the Agriculture Improvement Act of 2018 that governs U.S. agricultural trade programs, export promotion, and related international food assistance initiatives.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ea537408190bb9d35963886803f completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9604cc819088cde0ad8271ad48 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbad35be6c8190aa329fa947cbdcd9 completed May 6, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69fbae42ef2c8190b653d95de94042bc completed May 6, 2026, 9:10 p.m.
Created at: April 9, 2026, 10:18 p.m.