Triple

T1635434
Position Surface form Disambiguated ID Type / Status
Subject Federal Technology Transfer Act of 1986 E35349 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 99-502
Public Law 99-502 is the 1986 U.S. federal statute that strengthened technology transfer by promoting cooperative research and development partnerships between federal laboratories and the private sector.
E198542 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: Public Law 99-502 | Statement: [Federal Technology Transfer Act of 1986, publicLawNumber, Public Law 99-502]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 99-502
Context triple: [Federal Technology Transfer Act of 1986, publicLawNumber, Public Law 99-502]
  • A. Public Law 99-508
    Public Law 99-508 is the 1986 U.S. federal statute, known as the Electronic Communications Privacy Act, that expanded and updated government restrictions on wiretaps and electronic surveillance to cover modern digital and wireless communications.
  • B. Public Law 92-500
    Public Law 92-500 is the 1972 U.S. federal statute that established the modern Clean Water Act framework for regulating water pollution and protecting the nation’s surface waters.
  • C. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • D. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • E. Public Law 99-272
    Public Law 99-272 is the formal designation of the Consolidated Omnibus Budget Reconciliation Act of 1985, a major U.S. federal law best known for establishing COBRA health insurance continuation coverage.
  • 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: Public Law 99-502
Triple: [Federal Technology Transfer Act of 1986, publicLawNumber, Public Law 99-502]
Generated description
Public Law 99-502 is the 1986 U.S. federal statute that strengthened technology transfer by promoting cooperative research and development partnerships between federal laboratories and the private sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 99-502
Target entity description: Public Law 99-502 is the 1986 U.S. federal statute that strengthened technology transfer by promoting cooperative research and development partnerships between federal laboratories and the private sector.
  • A. Public Law 99-508
    Public Law 99-508 is the 1986 U.S. federal statute, known as the Electronic Communications Privacy Act, that expanded and updated government restrictions on wiretaps and electronic surveillance to cover modern digital and wireless communications.
  • B. Public Law 92-500
    Public Law 92-500 is the 1972 U.S. federal statute that established the modern Clean Water Act framework for regulating water pollution and protecting the nation’s surface waters.
  • C. Public Law 99-499
    Public Law 99-499 is a U.S. federal statute enacted in 1986 that, among other provisions, established the Emergency Planning and Community Right-to-Know Act to improve community safety through hazardous chemical reporting and emergency planning requirements.
  • D. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • E. Public Law 99-272
    Public Law 99-272 is the formal designation of the Consolidated Omnibus Budget Reconciliation Act of 1985, a major U.S. federal law best known for establishing COBRA health insurance continuation coverage.
  • 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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a17e8e08190afb78a953ab920ec completed March 5, 2026, 4:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada96dc52c8190be0ace80c5eb4cf3 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab1fb6881908e0711ae1b69e2e5 completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adae9fdd3081908b1d9d7335cab1bd completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:28 p.m.