Triple

T12445347
Position Surface form Disambiguated ID Type / Status
Subject SAFETEA-LU E297382 entity
Predicate legalCitation P4420 FINISHED
Object Public Law 109-59
Public Law 109-59 is a major 2005 U.S. federal transportation statute that authorized funding and set policy for highways, transit, and safety programs under the SAFETEA-LU act.
E987442 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 109-59 | Statement: [SAFETEA-LU, legalCitation, Public Law 109-59]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 109-59
Context triple: [SAFETEA-LU, legalCitation, Public Law 109-59]
  • A. Public Law 109-58
    Public Law 109-58 is the formal designation of the Energy Policy Act of 2005, a major U.S. federal law that overhauled national energy policy across areas such as electricity, oil and gas, renewable energy, and energy efficiency.
  • B. Public Law 109-177
    Public Law 109-177 is the 2006 U.S. federal statute that reauthorized and modified key provisions of the USA PATRIOT Act, adding new civil liberties safeguards and oversight measures.
  • C. Public Law 109-280
    Public Law 109-280 is the formal designation of the Pension Protection Act of 2006, a major U.S. federal law that reformed pension funding rules and charitable giving provisions.
  • D. Public Law 103-259
    Public Law 103-259 is a 1994 U.S. federal statute, known as the Freedom of Access to Clinic Entrances (FACE) Act, that criminalizes the use of force, threats, or obstruction to interfere with access to reproductive health services and places of worship.
  • E. Public Law 107-279
    Public Law 107-279 is the 2002 U.S. federal statute that overhauled federal education research by establishing the Institute of Education Sciences and reforming how education data and evaluation are conducted.
  • 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 109-59
Triple: [SAFETEA-LU, legalCitation, Public Law 109-59]
Generated description
Public Law 109-59 is a major 2005 U.S. federal transportation statute that authorized funding and set policy for highways, transit, and safety programs under the SAFETEA-LU act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 109-59
Target entity description: Public Law 109-59 is a major 2005 U.S. federal transportation statute that authorized funding and set policy for highways, transit, and safety programs under the SAFETEA-LU act.
  • A. Public Law 109-58
    Public Law 109-58 is the formal designation of the Energy Policy Act of 2005, a major U.S. federal law that overhauled national energy policy across areas such as electricity, oil and gas, renewable energy, and energy efficiency.
  • B. Public Law 109-177
    Public Law 109-177 is the 2006 U.S. federal statute that reauthorized and modified key provisions of the USA PATRIOT Act, adding new civil liberties safeguards and oversight measures.
  • C. Public Law 109-280
    Public Law 109-280 is the formal designation of the Pension Protection Act of 2006, a major U.S. federal law that reformed pension funding rules and charitable giving provisions.
  • D. Public Law 103-259
    Public Law 103-259 is a 1994 U.S. federal statute, known as the Freedom of Access to Clinic Entrances (FACE) Act, that criminalizes the use of force, threats, or obstruction to interfere with access to reproductive health services and places of worship.
  • E. Public Law 107-279
    Public Law 107-279 is the 2002 U.S. federal statute that overhauled federal education research by establishing the Institute of Education Sciences and reforming how education data and evaluation are conducted.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d90f18c819083a36ff4b9be4a20 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64b9f4dd08190b1d62b03d68cc8a6 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64f9c0e8c81908db3cad51daa77b6 completed May 2, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69f6504b033c8190a31f49f2e59c6810 completed May 2, 2026, 7:28 p.m.
Created at: April 8, 2026, 9:55 p.m.