Triple
T16064873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maurice Schwartz |
E389705
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Anna Schwartz
Anna Schwartz was an influential American economist and monetary historian best known for co-authoring "A Monetary History of the United States" with Milton Friedman.
|
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: [Maurice Schwartz, spouse, Anna Schwartz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anna Schwartz Context triple: [Maurice Schwartz, spouse, Anna Schwartz]
-
A.
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."
-
B.
Amalia Mary Maud Cassel
Amalia Mary Maud Cassel was a British socialite from a prominent Anglo-Jewish banking family and the mother of Edwina Ashley, Countess Mountbatten of Burma.
-
C.
Barbara Volcker
Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
-
D.
Elizabeth Bancroft Schlesinger
Elizabeth Bancroft Schlesinger was an American civic leader and advocate for women’s history whose legacy is honored through the naming of Harvard’s Schlesinger Library.
-
E.
Harriet Zuckerman
Harriet Zuckerman is an American sociologist known for her influential work on the scientific community, including studies of Nobel laureates and the sociology of science.
- 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: [Maurice Schwartz, spouse, Anna Schwartz]
Generated description
Anna Schwartz was an influential American economist and monetary historian best known for co-authoring "A Monetary History of the United States" with Milton Friedman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anna Schwartz Target entity description: Anna Schwartz was an influential American economist and monetary historian best known for co-authoring "A Monetary History of the United States" with Milton Friedman.
-
A.
Anna Schwartz
chosen
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."
-
B.
Amalia Mary Maud Cassel
Amalia Mary Maud Cassel was a British socialite from a prominent Anglo-Jewish banking family and the mother of Edwina Ashley, Countess Mountbatten of Burma.
-
C.
Barbara Volcker
Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
-
D.
Elizabeth Bancroft Schlesinger
Elizabeth Bancroft Schlesinger was an American civic leader and advocate for women’s history whose legacy is honored through the naming of Harvard’s Schlesinger Library.
-
E.
Harriet Zuckerman
Harriet Zuckerman is an American sociologist known for her influential work on the scientific community, including studies of Nobel laureates and the sociology of science.
- F. None of above.
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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1837bec688190a77ad347600b6bdc |
completed | April 17, 2026, 12:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe47ef6648190bf1fe216e78ef660 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe5a4edfc8190831ddf8a4601764e |
completed | May 10, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe687c204819092a4a8de0b9d624d |
completed | May 10, 2026, 1:59 a.m. |
Created at: April 10, 2026, 4:57 a.m.