Triple

T4034803
Position Surface form Disambiguated ID Type / Status
Subject No Child Left Behind Act E83802 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 107-110
Public Law 107-110 is the formal designation of the No Child Left Behind Act, a major U.S. federal education reform law enacted in 2002 to increase accountability in public schools.
E409323 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 107-110 | Statement: [No Child Left Behind Act, publicLawNumber, Public Law 107-110]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 107-110
Context triple: [No Child Left Behind Act, publicLawNumber, Public Law 107-110]
  • A. 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.
  • B. 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.
  • C. 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).
  • D. Public Law 107-40
    Public Law 107-40 is the U.S. federal statute passed shortly after the September 11, 2001 attacks that authorized the President to use military force against those responsible for the attacks and associated forces.
  • E. 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.
  • 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 107-110
Triple: [No Child Left Behind Act, publicLawNumber, Public Law 107-110]
Generated description
Public Law 107-110 is the formal designation of the No Child Left Behind Act, a major U.S. federal education reform law enacted in 2002 to increase accountability in public schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 107-110
Target entity description: Public Law 107-110 is the formal designation of the No Child Left Behind Act, a major U.S. federal education reform law enacted in 2002 to increase accountability in public schools.
  • A. 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.
  • B. 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.
  • C. 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).
  • D. Public Law 107-40
    Public Law 107-40 is the U.S. federal statute passed shortly after the September 11, 2001 attacks that authorized the President to use military force against those responsible for the attacks and associated forces.
  • E. 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.
  • 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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb11d92481909aaebbc250ff45b9 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5563e11708190abc9ba55b1be43a5 completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55a291d8c8190976e764011692ba0 completed March 14, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69b55a9ec7e88190bc5d165fd666f4b3 completed March 14, 2026, 12:54 p.m.
Created at: March 9, 2026, 3:36 p.m.