Triple
T590687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton Friedman |
E17260
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Anna Schwartz
Anna Schwartz was an American economist and monetary historian best known for her influential collaboration with Milton Friedman on "A Monetary History of the United States."
|
E74055
|
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: Anna Schwartz | Statement: [Milton Friedman, coAuthor, Anna Schwartz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anna Schwartz Context triple: [Milton Friedman, coAuthor, Anna Schwartz]
-
A.
Barbara Volcker
Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
-
B.
Margit von Mises
Margit von Mises was an Austrian-American actress and author best known for her memoirs and for preserving and promoting the intellectual legacy of her husband, economist Ludwig von Mises.
-
C.
Caroline Bamberger Fuld
Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
-
D.
Janice Volcker
Janice Volcker is a member of the Volcker family, known primarily as the daughter of influential American economist and former Federal Reserve Chairman Paul A. Volcker.
-
E.
Felicia Schiff Warburg
Felicia Schiff Warburg was an American philanthropist and member of the prominent Warburg banking family who was married to Franklin D. Roosevelt Jr.
- 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: Anna Schwartz Triple: [Milton Friedman, coAuthor, Anna Schwartz]
Generated description
Anna Schwartz was an American economist and monetary historian best known for her influential collaboration with Milton Friedman on "A Monetary History of the United States."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anna Schwartz Target entity description: Anna Schwartz was an American economist and monetary historian best known for her influential collaboration with Milton Friedman on "A Monetary History of the United States."
-
A.
Barbara Volcker
Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
-
B.
Margit von Mises
Margit von Mises was an Austrian-American actress and author best known for her memoirs and for preserving and promoting the intellectual legacy of her husband, economist Ludwig von Mises.
-
C.
Caroline Bamberger Fuld
Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
-
D.
Janice Volcker
Janice Volcker is a member of the Volcker family, known primarily as the daughter of influential American economist and former Federal Reserve Chairman Paul A. Volcker.
-
E.
Felicia Schiff Warburg
Felicia Schiff Warburg was an American philanthropist and member of the prominent Warburg banking family who was married to Franklin D. Roosevelt Jr.
- 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_69a49379d09c8190ac7e00b24e2810b1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49bb8ff0081909cd53d88930e2693 |
completed | March 1, 2026, 8:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a51554857481909c684b86b51aa126 |
completed | March 2, 2026, 4:43 a.m. |
| NEDg | Description generation | batch_69a5163b240881909672bf4bc2ebe9cf |
completed | March 2, 2026, 4:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a516a1e6508190a7ecb801f5080ddd |
completed | March 2, 2026, 4:48 a.m. |
Created at: March 1, 2026, 7:33 p.m.