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.