Triple

T6657497
Position Surface form Disambiguated ID Type / Status
Subject Higher Education Opportunity Act of 2008 E151383 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 110-315
Public Law 110-315 is a major U.S. federal statute enacted in 2008 that reauthorized and significantly revised higher education programs, policies, and student aid provisions under the Higher Education Act.
E609205 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 110-315 | Statement: [Higher Education Opportunity Act of 2008, publicLawNumber, Public Law 110-315]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 110-315
Context triple: [Higher Education Opportunity Act of 2008, publicLawNumber, Public Law 110-315]
  • A. Public Law 110-325
    Public Law 110-325 is the U.S. federal statute enacted in 2008 that broadened and clarified the protections of the Americans with Disabilities Act by expanding the definition of disability and limiting judicial restrictions on coverage.
  • B. Public Law 111-314
    Public Law 111-314 is the 2010 federal statute that reorganized and recodified U.S. space-related laws into Title 51 of the United States Code.
  • C. Public Law 110-175
    Public Law 110-175 is a 2007 United States federal statute that significantly amended and strengthened the Freedom of Information Act to improve government transparency and public access to records.
  • D. Public Law 110-181
    Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
  • E. Public Law 110-261
    Public Law 110-261 is the 2008 U.S. federal statute that amended the Foreign Intelligence Surveillance Act to expand government surveillance authorities and provide legal protections for telecommunications companies assisting such surveillance.
  • 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 110-315
Triple: [Higher Education Opportunity Act of 2008, publicLawNumber, Public Law 110-315]
Generated description
Public Law 110-315 is a major U.S. federal statute enacted in 2008 that reauthorized and significantly revised higher education programs, policies, and student aid provisions under the Higher Education Act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 110-315
Target entity description: Public Law 110-315 is a major U.S. federal statute enacted in 2008 that reauthorized and significantly revised higher education programs, policies, and student aid provisions under the Higher Education Act.
  • A. Public Law 110-325
    Public Law 110-325 is the U.S. federal statute enacted in 2008 that broadened and clarified the protections of the Americans with Disabilities Act by expanding the definition of disability and limiting judicial restrictions on coverage.
  • B. Public Law 111-314
    Public Law 111-314 is the 2010 federal statute that reorganized and recodified U.S. space-related laws into Title 51 of the United States Code.
  • C. Public Law 110-175
    Public Law 110-175 is a 2007 United States federal statute that significantly amended and strengthened the Freedom of Information Act to improve government transparency and public access to records.
  • D. Public Law 110-181
    Public Law 110-181 is a 2008 U.S. defense authorization statute that, among many provisions, governs and directs programs such as the Assembled Chemical Weapons Alternatives for the safe destruction of chemical weapons stockpiles.
  • E. Public Law 110-261
    Public Law 110-261 is the 2008 U.S. federal statute that amended the Foreign Intelligence Surveillance Act to expand government surveillance authorities and provide legal protections for telecommunications companies assisting such surveillance.
  • 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_69c687f5fac48190a09e4838d9c6b45d completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b06f3da88190b17649f44ee93fd1 completed March 27, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef028ccc8190a56395075c9aabf7 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a2a150819091ec6e6d2905abcb completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f1344dd4819096c1d3e216320c4d completed March 27, 2026, 9:05 p.m.
Created at: March 27, 2026, 2:01 p.m.