Triple
T6952352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friedman |
E160956
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Benjamin M. Friedman
Benjamin M. Friedman is an American economist known for his influential work on monetary policy, economic growth, and the moral dimensions of capitalism.
|
E630725
|
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: Benjamin M. Friedman | Statement: [Friedman, hasNotableBearer, Benjamin M. Friedman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin M. Friedman Context triple: [Friedman, hasNotableBearer, Benjamin M. Friedman]
-
A.
Richard A. Epstein
Richard A. Epstein is a prominent American legal scholar known for his influential work in law and economics, constitutional law, and classical liberal legal theory.
-
B.
Bernard A. Friedman
Bernard A. Friedman is a United States federal judge known for his rulings on significant civil rights and constitutional law cases.
-
C.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
D.
Edward K. Milkis
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
-
E.
Rémy Loury
Rémy Loury is a French journalist and press freedom advocate best known as one of the founders of the international NGO Reporters Without Borders.
- 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: Benjamin M. Friedman Triple: [Friedman, hasNotableBearer, Benjamin M. Friedman]
Generated description
Benjamin M. Friedman is an American economist known for his influential work on monetary policy, economic growth, and the moral dimensions of capitalism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin M. Friedman Target entity description: Benjamin M. Friedman is an American economist known for his influential work on monetary policy, economic growth, and the moral dimensions of capitalism.
-
A.
Richard A. Epstein
Richard A. Epstein is a prominent American legal scholar known for his influential work in law and economics, constitutional law, and classical liberal legal theory.
-
B.
Bernard A. Friedman
Bernard A. Friedman is a United States federal judge known for his rulings on significant civil rights and constitutional law cases.
-
C.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
D.
Edward K. Milkis
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
-
E.
Rémy Loury
Rémy Loury is a French journalist and press freedom advocate best known as one of the founders of the international NGO Reporters Without Borders.
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dab18d648190a2f238fce3e59365 |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c758797228819089362f137e9eb747 |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c759a5eebc8190934ea04a2ce20287 |
completed | March 28, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75a19d27c819089cfa625dfccfe6f |
completed | March 28, 2026, 4:33 a.m. |
Created at: March 27, 2026, 2:29 p.m.