Triple
T193490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Recovery Administration |
E3768
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object |
Donald R. Richberg
Donald R. Richberg was an American lawyer and political advisor who played a leading role in shaping New Deal labor and industrial policy during the Roosevelt administration.
|
E66743
|
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: Donald R. Richberg | Statement: [National Recovery Administration, keyFigure, Donald R. Richberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald R. Richberg Context triple: [National Recovery Administration, keyFigure, Donald R. Richberg]
-
A.
Philip M. Kaiser
Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
-
B.
Paul G. Hoffman
Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
-
C.
Bernard M. Gordon
Bernard M. Gordon is an American engineer, inventor, and philanthropist known for pioneering work in high-speed analog-to-digital conversion and for major contributions to engineering education.
-
D.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
E.
Philip Handler
Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
- 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: Donald R. Richberg Triple: [National Recovery Administration, keyFigure, Donald R. Richberg]
Generated description
Donald R. Richberg was an American lawyer and political advisor who played a leading role in shaping New Deal labor and industrial policy during the Roosevelt administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donald R. Richberg Target entity description: Donald R. Richberg was an American lawyer and political advisor who played a leading role in shaping New Deal labor and industrial policy during the Roosevelt administration.
-
A.
Philip M. Kaiser
Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
-
B.
Paul G. Hoffman
Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
-
C.
Bernard M. Gordon
Bernard M. Gordon is an American engineer, inventor, and philanthropist known for pioneering work in high-speed analog-to-digital conversion and for major contributions to engineering education.
-
D.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
E.
Philip Handler
Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
- 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_69a2548debd48190ae3a06d6e65b53c6 |
completed | Feb. 28, 2026, 2:35 a.m. |
| NER | Named-entity recognition | batch_69a2596810c48190ab687c0c2efaa9e2 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4b8a6c0788190b38c563b5555ff90 |
completed | March 1, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69a4bce57128819095d61b27ffeaee6c |
completed | March 1, 2026, 10:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4bd73a6208190b7b1ce918c26eefd |
completed | March 1, 2026, 10:28 p.m. |
Created at: Feb. 28, 2026, 2:41 a.m.