Triple

T22178430
Position Surface form Disambiguated ID Type / Status
Subject PWEDA E548105 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 89-136
Public Law 89-136 is the 1965 federal statute that established the Public Works and Economic Development Act, creating a framework for long-term economic development and assistance to distressed communities in the United States.
E1522601 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 89-136 | Statement: [PWEDA, publicLawNumber, Public Law 89-136]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 89-136
Context triple: [PWEDA, publicLawNumber, Public Law 89-136]
  • A. Public Law 89-209
    Public Law 89-209 is the 1965 U.S. federal statute that established the National Endowment for the Arts and the National Endowment for the Humanities to support and promote cultural and scholarly activities nationwide.
  • B. 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.
  • C. Public Law 86-209
    Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
  • D. Public Law 89-110
    Public Law 89-110 is the federal statute better known as the Voting Rights Act of 1965, a landmark U.S. civil rights law that prohibits racial discrimination in voting.
  • E. Public Law 89-286
    Public Law 89-286 is a 1965 United States federal statute that established labor standards and wage protections for employees working on federal service contracts.
  • 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 89-136
Triple: [PWEDA, publicLawNumber, Public Law 89-136]
Generated description
Public Law 89-136 is the 1965 federal statute that established the Public Works and Economic Development Act, creating a framework for long-term economic development and assistance to distressed communities in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 89-136
Target entity description: Public Law 89-136 is the 1965 federal statute that established the Public Works and Economic Development Act, creating a framework for long-term economic development and assistance to distressed communities in the United States.
  • A. Public Law 89-209
    Public Law 89-209 is the 1965 U.S. federal statute that established the National Endowment for the Arts and the National Endowment for the Humanities to support and promote cultural and scholarly activities nationwide.
  • B. 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.
  • C. Public Law 86-209
    Public Law 86-209 is a United States federal statute that established the National Medal of Science as a presidential award recognizing outstanding contributions to scientific knowledge.
  • D. Public Law 89-110
    Public Law 89-110 is the federal statute better known as the Voting Rights Act of 1965, a landmark U.S. civil rights law that prohibits racial discrimination in voting.
  • E. Public Law 89-286
    Public Law 89-286 is a 1965 United States federal statute that established labor standards and wage protections for employees working on federal service contracts.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6dd5a081908035e81c068d8d5a completed April 28, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ecaeb9481909ec0ddab80a4b6cb completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0aa0066d0481909872d8e1dbbe2fcf completed May 18, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa07acd5c8190bc73cc1d8897fa01 completed May 18, 2026, 5:15 a.m.
Created at: April 16, 2026, 8:34 p.m.