Triple

T6812405
Position Surface form Disambiguated ID Type / Status
Subject Improving America’s Schools Act of 1994 E156666 entity
Predicate containsTitle P3254 FINISHED
Object Title V
Title V is a section of the Improving America’s Schools Act of 1994 that focuses on promoting innovative education programs and strengthening state and local educational reform efforts.
E622374 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 V | Statement: [Improving America’s Schools Act of 1994, containsTitle, Title V]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title V
Context triple: [Improving America’s Schools Act of 1994, containsTitle, Title V]
  • A. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • B. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • C. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • D. Title I
    Title I is the section of the Civil Rights Act of 1964 that addresses voting rights protections, particularly by prohibiting unequal application of voter registration requirements.
  • E. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • 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 V
Triple: [Improving America’s Schools Act of 1994, containsTitle, Title V]
Generated description
Title V is a section of the Improving America’s Schools Act of 1994 that focuses on promoting innovative education programs and strengthening state and local educational reform efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title V
Target entity description: Title V is a section of the Improving America’s Schools Act of 1994 that focuses on promoting innovative education programs and strengthening state and local educational reform efforts.
  • A. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • B. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • C. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • D. Title I
    Title I is the section of the Civil Rights Act of 1964 that addresses voting rights protections, particularly by prohibiting unequal application of voter registration requirements.
  • E. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • 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_69c68828b26c819090fe9df7612bbc27 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d329861881909f65bd1017ea384b completed March 27, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723d775a48190bfdf5b6a52339833 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c724a4f64481908676d15a09e9db28 completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c725814d188190bd158292b34a553f completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:17 p.m.