Triple

T6167434
Position Surface form Disambiguated ID Type / Status
Subject Education Sciences Reform Act of 2002 E137602 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 107-279
Public Law 107-279 is the 2002 U.S. federal statute that overhauled federal education research by establishing the Institute of Education Sciences and reforming how education data and evaluation are conducted.
E572508 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 107-279 | Statement: [Education Sciences Reform Act of 2002, publicLawNumber, Public Law 107-279]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 107-279
Context triple: [Education Sciences Reform Act of 2002, publicLawNumber, Public Law 107-279]
  • A. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • B. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • C. Public Law 109-177
    Public Law 109-177 is the 2006 U.S. federal statute that reauthorized and modified key provisions of the USA PATRIOT Act, adding new civil liberties safeguards and oversight measures.
  • D. Public Law 107-71
    Public Law 107-71 is the U.S. federal statute enacted after the September 11 attacks that overhauled aviation security and created the Transportation Security Administration (TSA).
  • E. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • 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 107-279
Triple: [Education Sciences Reform Act of 2002, publicLawNumber, Public Law 107-279]
Generated description
Public Law 107-279 is the 2002 U.S. federal statute that overhauled federal education research by establishing the Institute of Education Sciences and reforming how education data and evaluation are conducted.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 107-279
Target entity description: Public Law 107-279 is the 2002 U.S. federal statute that overhauled federal education research by establishing the Institute of Education Sciences and reforming how education data and evaluation are conducted.
  • A. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • B. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • C. Public Law 109-177
    Public Law 109-177 is the 2006 U.S. federal statute that reauthorized and modified key provisions of the USA PATRIOT Act, adding new civil liberties safeguards and oversight measures.
  • D. Public Law 107-71
    Public Law 107-71 is the U.S. federal statute enacted after the September 11 attacks that overhauled aviation security and created the Transportation Security Administration (TSA).
  • E. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d647ae48190a1db07b4f4a06e67 completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a3ea6c81908847998960c9d0eb completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c143d8090081909ec2759a7025bcfb completed March 23, 2026, 1:44 p.m.
NED2 Entity disambiguation (via description) batch_69c1444a09ac8190acfee8a878652d16 completed March 23, 2026, 1:46 p.m.
Created at: March 22, 2026, 4:17 p.m.