Triple

T9674414
Position Surface form Disambiguated ID Type / Status
Subject Title VIII Impact Aid program E234111 entity
Predicate legalBasis P125 FINISHED
Object Title VIII of the Elementary and Secondary Education Act
Title VIII of the Elementary and Secondary Education Act is a federal statutory provision that authorizes and governs the Impact Aid program, which provides financial assistance to local school districts affected by federal activities and nontaxable federal property.
E814637 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 VIII of the Elementary and Secondary Education Act | Statement: [Title VIII Impact Aid program, legalBasis, Title VIII of the Elementary and Secondary Education Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VIII of the Elementary and Secondary Education Act
Context triple: [Title VIII Impact Aid program, legalBasis, Title VIII of the Elementary and Secondary Education Act]
  • A. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • B. ESEA Title V, Part B
    ESEA Title V, Part B is a section of the Elementary and Secondary Education Act that provides federal support to enhance educational opportunities and academic achievement in rural and small school districts across the United States.
  • C. Individuals with Disabilities Education Act
    The Individuals with Disabilities Education Act is a U.S. federal law that guarantees eligible children with disabilities the right to a free appropriate public education and related services tailored to their individual needs.
  • D. No Child Left Behind Act
    The No Child Left Behind Act was a major U.S. federal education law that expanded standardized testing and accountability requirements for public schools in an effort to improve student achievement and close achievement gaps.
  • E. Education Amendments of 1972
    The Education Amendments of 1972 is a U.S. federal law package best known for introducing Title IX, which prohibits sex-based discrimination in federally funded education programs and activities.
  • 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 VIII of the Elementary and Secondary Education Act
Triple: [Title VIII Impact Aid program, legalBasis, Title VIII of the Elementary and Secondary Education Act]
Generated description
Title VIII of the Elementary and Secondary Education Act is a federal statutory provision that authorizes and governs the Impact Aid program, which provides financial assistance to local school districts affected by federal activities and nontaxable federal property.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VIII of the Elementary and Secondary Education Act
Target entity description: Title VIII of the Elementary and Secondary Education Act is a federal statutory provision that authorizes and governs the Impact Aid program, which provides financial assistance to local school districts affected by federal activities and nontaxable federal property.
  • A. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • B. ESEA Title V, Part B
    ESEA Title V, Part B is a section of the Elementary and Secondary Education Act that provides federal support to enhance educational opportunities and academic achievement in rural and small school districts across the United States.
  • C. Individuals with Disabilities Education Act
    The Individuals with Disabilities Education Act is a U.S. federal law that guarantees eligible children with disabilities the right to a free appropriate public education and related services tailored to their individual needs.
  • D. No Child Left Behind Act
    The No Child Left Behind Act was a major U.S. federal education law that expanded standardized testing and accountability requirements for public schools in an effort to improve student achievement and close achievement gaps.
  • E. Education Amendments of 1972
    The Education Amendments of 1972 is a U.S. federal law package best known for introducing Title IX, which prohibits sex-based discrimination in federally funded education programs and activities.
  • 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_69ca848f55e48190b3f67252571c3d45 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c6d6dd48190a77c486337a58cb6 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d190f9bf78819093542adae997a668 completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d1925ea9388190a25db357959fc807 completed April 4, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69d192c001708190b3b9a28af99ea452 completed April 4, 2026, 10:37 p.m.
Created at: March 30, 2026, 8:15 p.m.