Triple
T3004944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sholem Asch |
E81877
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Matilda Shapiro
Matilda Shapiro was the wife of Polish-Jewish novelist and playwright Sholem Asch, a prominent figure in Yiddish literature.
|
E318533
|
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: Matilda Shapiro | Statement: [Sholem Asch, spouse, Matilda Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matilda Shapiro Context triple: [Sholem Asch, spouse, Matilda Shapiro]
-
A.
Mildred Spiewak
Mildred Spiewak was the birth name of Mildred Dresselhaus, a pioneering American physicist renowned for her groundbreaking work in carbon science and nanotechnology.
-
B.
Hedwig Pinkus
Hedwig Pinkus was the wife of pioneering German physician and Nobel laureate Paul Ehrlich, known primarily through her association with his life and work.
-
C.
Beatrice Silverman
Beatrice Silverman was the first wife of American novelist and journalist Norman Mailer, whom he married while a student at Harvard.
-
D.
Vivian Shapiro
Vivian Shapiro is an American psychologist and academic known for her work in developmental and clinical psychology, and as the wife of former Princeton University president Harold T. Shapiro.
-
E.
Eloise Mumford
Eloise Mumford is an American actress known for her supporting role as Kate Kavanagh in the Fifty Shades film series and for her work in both television and independent films.
- 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: Matilda Shapiro Triple: [Sholem Asch, spouse, Matilda Shapiro]
Generated description
Matilda Shapiro was the wife of Polish-Jewish novelist and playwright Sholem Asch, a prominent figure in Yiddish literature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matilda Shapiro Target entity description: Matilda Shapiro was the wife of Polish-Jewish novelist and playwright Sholem Asch, a prominent figure in Yiddish literature.
-
A.
Mildred Spiewak
Mildred Spiewak was the birth name of Mildred Dresselhaus, a pioneering American physicist renowned for her groundbreaking work in carbon science and nanotechnology.
-
B.
Hedwig Pinkus
Hedwig Pinkus was the wife of pioneering German physician and Nobel laureate Paul Ehrlich, known primarily through her association with his life and work.
-
C.
Beatrice Silverman
Beatrice Silverman was the first wife of American novelist and journalist Norman Mailer, whom he married while a student at Harvard.
-
D.
Vivian Shapiro
Vivian Shapiro is an American psychologist and academic known for her work in developmental and clinical psychology, and as the wife of former Princeton University president Harold T. Shapiro.
-
E.
Eloise Mumford
Eloise Mumford is an American actress known for her supporting role as Kate Kavanagh in the Fifty Shades film series and for her work in both television and independent films.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a15ad9c81908255003bdb38d603 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e56bbd881909680248acca30557 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 8, 2026, 2:59 p.m.