Triple

T13204760
Position Surface form Disambiguated ID Type / Status
Subject NDEA E314329 entity
Predicate containsTitle P3254 FINISHED
Object Title I
Title I is a section of the National Defense Education Act that provided federal funding to strengthen U.S. education in areas critical to national security, particularly science, mathematics, and foreign languages.
E1026772 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 I | Statement: [NDEA, containsTitle, Title I]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title I
Context triple: [NDEA, containsTitle, Title I]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Title I, Part A
    Title I, Part A is the primary federal program that provides financial assistance to schools and districts with high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • E. 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.
  • 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 I
Triple: [NDEA, containsTitle, Title I]
Generated description
Title I is a section of the National Defense Education Act that provided federal funding to strengthen U.S. education in areas critical to national security, particularly science, mathematics, and foreign languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title I
Target entity description: Title I is a section of the National Defense Education Act that provided federal funding to strengthen U.S. education in areas critical to national security, particularly science, mathematics, and foreign languages.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Title I, Part A
    Title I, Part A is the primary federal program that provides financial assistance to schools and districts with high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • E. 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.
  • 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_69d806aee7308190b70a237ba2a6e3e1 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c9b0cf08190a1d71cc94139539d completed April 10, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f60eee288190bdb3ed6110394e48 completed May 3, 2026, 7:15 a.m.
NEDg Description generation batch_69f6f76ade3c8190b46655f104a1ceaa completed May 3, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6f8530a048190b448c50bfa52c057 completed May 3, 2026, 7:25 a.m.
Created at: April 9, 2026, 9:17 p.m.