Triple

T1331583
Position Surface form Disambiguated ID Type / Status
Subject Higher Education Act of 1965 E28654 entity
Predicate publicLawNumber P1117 FINISHED
Object Pub.L. 89–329
Pub.L. 89–329 is the public law that enacted the Higher Education Act of 1965, a landmark U.S. statute expanding federal funding and access to postsecondary education.
E151379 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: Pub.L. 89–329 | Statement: [Higher Education Act of 1965, publicLawNumber, Pub.L. 89–329]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pub.L. 89–329
Context triple: [Higher Education Act of 1965, publicLawNumber, Pub.L. 89–329]
  • A. Pub.L. 89–110
    Pub.L. 89–110 is the formal public law designation for the landmark Voting Rights Act of 1965, a key U.S. federal statute prohibiting racial discrimination in voting.
  • B. Pub.L. 82–414
    Pub.L. 82–414 is the public law designation for the Immigration and Nationality Act of 1952, a foundational U.S. statute that comprehensively restructured federal immigration and naturalization policy.
  • C. Public Law 87-293
    Public Law 87-293 is the U.S. federal statute enacted in 1961 that formally established and authorized the Peace Corps as a permanent agency for volunteer service abroad.
  • D. Public Law 89-97
    Public Law 89-97 is the landmark 1965 U.S. federal statute that created the Medicare and Medicaid programs and significantly expanded Social Security.
  • E. Public Law 86-449
    Public Law 86-449 is the formal designation of the Civil Rights Act of 1960, a U.S. federal law enacted to strengthen protections for voting rights and improve the enforcement of civil rights.
  • 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: Pub.L. 89–329
Triple: [Higher Education Act of 1965, publicLawNumber, Pub.L. 89–329]
Generated description
Pub.L. 89–329 is the public law that enacted the Higher Education Act of 1965, a landmark U.S. statute expanding federal funding and access to postsecondary education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pub.L. 89–329
Target entity description: Pub.L. 89–329 is the public law that enacted the Higher Education Act of 1965, a landmark U.S. statute expanding federal funding and access to postsecondary education.
  • A. Pub.L. 89–110
    Pub.L. 89–110 is the formal public law designation for the landmark Voting Rights Act of 1965, a key U.S. federal statute prohibiting racial discrimination in voting.
  • B. Pub.L. 82–414
    Pub.L. 82–414 is the public law designation for the Immigration and Nationality Act of 1952, a foundational U.S. statute that comprehensively restructured federal immigration and naturalization policy.
  • C. Public Law 87-293
    Public Law 87-293 is the U.S. federal statute enacted in 1961 that formally established and authorized the Peace Corps as a permanent agency for volunteer service abroad.
  • D. Public Law 89-97
    Public Law 89-97 is the landmark 1965 U.S. federal statute that created the Medicare and Medicaid programs and significantly expanded Social Security.
  • E. Public Law 86-449
    Public Law 86-449 is the formal designation of the Civil Rights Act of 1960, a U.S. federal law enacted to strengthen protections for voting rights and improve the enforcement of civil rights.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1c5f86c819098e98b046968954a completed March 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf3593748190be52da4a586d69a5 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfae49d88190988ba80e24e8cc62 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc08672908190b8f411d1378a890a completed March 8, 2026, 12:19 a.m.
Created at: March 1, 2026, 7:55 p.m.