Triple

T2155769
Position Surface form Disambiguated ID Type / Status
Subject Ralph Nader E47882 entity
Predicate founded P104 FINISHED
Object Public Interest Research Groups
Public Interest Research Groups are a network of nonprofit advocacy organizations in the United States that conduct research and lobbying on consumer protection, environmental issues, and government accountability.
E240780 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 Interest Research Groups | Statement: [Ralph Nader, founded, Public Interest Research Groups]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Interest Research Groups
Context triple: [Ralph Nader, founded, Public Interest Research Groups]
  • A. Special Interest Groups
    Special Interest Groups are focused subcommunities within the Association for Computing Machinery that bring together professionals and researchers around specific areas of computing.
  • B. Public Interest Law Center
    The Public Interest Law Center is a program at New York University School of Law dedicated to training and supporting students pursuing careers in public interest and social justice law.
  • C. Center for Public Research and Leadership
    The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
  • D. Policy Development Group
    The Policy Development Group is a specialized working group within the Financial Action Task Force that designs and refines global standards and policies to combat money laundering and terrorist financing.
  • E. Public and Professional Interest Division
    The Public and Professional Interest Division is a branch of the International Bar Association that focuses on issues such as legal ethics, human rights, and the public interest aspects of the legal profession worldwide.
  • 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 Interest Research Groups
Triple: [Ralph Nader, founded, Public Interest Research Groups]
Generated description
Public Interest Research Groups are a network of nonprofit advocacy organizations in the United States that conduct research and lobbying on consumer protection, environmental issues, and government accountability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Interest Research Groups
Target entity description: Public Interest Research Groups are a network of nonprofit advocacy organizations in the United States that conduct research and lobbying on consumer protection, environmental issues, and government accountability.
  • A. Special Interest Groups
    Special Interest Groups are focused subcommunities within the Association for Computing Machinery that bring together professionals and researchers around specific areas of computing.
  • B. Public Interest Law Center
    The Public Interest Law Center is a program at New York University School of Law dedicated to training and supporting students pursuing careers in public interest and social justice law.
  • C. Center for Public Research and Leadership
    The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
  • D. Policy Development Group
    The Policy Development Group is a specialized working group within the Financial Action Task Force that designs and refines global standards and policies to combat money laundering and terrorist financing.
  • E. Public and Professional Interest Division
    The Public and Professional Interest Division is a branch of the International Bar Association that focuses on issues such as legal ethics, human rights, and the public interest aspects of the legal profession worldwide.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe669c188190bb4c1c391ca848b0 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58e53fe481908fa4035ee98bd6ca completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a612f7081909fe82c45d07f3311 completed March 9, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69ae5b09402c81908b68e4ad4c06f215 completed March 9, 2026, 5:30 a.m.
Created at: March 4, 2026, 7:44 p.m.