Triple

T23514106
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-279 E572508 entity
Predicate hasTitle P38 FINISHED
Object Education Sciences Reform Act of 2002 NE NERFINISHED

How this triple was built (2 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: Education Sciences Reform Act of 2002 | Statement: [Public Law 107-279, hasTitle, Education Sciences Reform Act of 2002]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education Sciences Reform Act of 2002
Context triple: [Public Law 107-279, hasTitle, Education Sciences Reform Act of 2002]
  • A. Education Sciences Reform Act of 2002 chosen
    The Education Sciences Reform Act of 2002 is a U.S. federal law that overhauled federal education research by creating the Institute of Education Sciences and emphasizing rigorous, evidence-based studies to inform education policy and practice.
  • B. Education Act 2002
    The Education Act 2002 is a key piece of UK legislation that reformed the school system in England and Wales, setting out the legal framework for school standards, governance, curriculum, and teacher regulation.
  • C. Improving America’s Schools Act of 1994
    The Improving America’s Schools Act of 1994 was a major U.S. federal education law that reauthorized and overhauled K–12 programs to promote standards-based reform, accountability, and greater equity in public schools.
  • D. Governance of Basic Education Act of 2001
    The Governance of Basic Education Act of 2001 is a Philippine law that restructured and decentralized the country’s basic education system, defining the powers, functions, and organization of the Department of Education and its local counterparts.
  • E. Education Act 1994
    The Education Act 1994 is a UK law that reformed aspects of higher and further education governance, notably regulating students’ unions and strengthening student representation and accountability in post-compulsory education institutions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1aa80174c819088c9c19fdcf2a133 completed April 29, 2026, 6:51 a.m.
Created at: April 17, 2026, 6:08 p.m.