Triple
T143375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harold T. Shapiro |
E2899
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E18807
|
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: Vivian Shapiro | Statement: [Harold T. Shapiro, spouse, Vivian Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vivian Shapiro Context triple: [Harold T. Shapiro, spouse, Vivian Shapiro]
-
A.
Barbara
Barbara is a feminine given name of Greek origin that has been widely used in many cultures and languages.
-
B.
Shana Knizhnik
Shana Knizhnik is an American lawyer, writer, and activist best known for co-creating the “Notorious RBG” meme and co-authoring the popular book about Supreme Court Justice Ruth Bader Ginsburg.
-
C.
Emma Savage Rogers
Emma Savage Rogers was the wife of William Barton Rogers, the 19th-century American geologist and founder of the Massachusetts Institute of Technology.
-
D.
Claudine
Claudine is a feminine given name of French origin, historically popular in Francophone countries and used internationally.
-
E.
Nance
Nance is the middle name of John Nance Garner, the 32nd vice president of the United States under Franklin D. Roosevelt.
- 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: Vivian Shapiro Triple: [Harold T. Shapiro, spouse, Vivian Shapiro]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vivian Shapiro Target entity description: 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.
-
A.
Barbara
Barbara is a feminine given name of Greek origin that has been widely used in many cultures and languages.
-
B.
Shana Knizhnik
Shana Knizhnik is an American lawyer, writer, and activist best known for co-creating the “Notorious RBG” meme and co-authoring the popular book about Supreme Court Justice Ruth Bader Ginsburg.
-
C.
Emma Savage Rogers
Emma Savage Rogers was the wife of William Barton Rogers, the 19th-century American geologist and founder of the Massachusetts Institute of Technology.
-
D.
Claudine
Claudine is a feminine given name of French origin, historically popular in Francophone countries and used internationally.
-
E.
Nance
Nance is the middle name of John Nance Garner, the 32nd vice president of the United States under Franklin D. Roosevelt.
- 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_69a2521e35c08190b28e5c9f1e3c9b59 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a257caf678819092e975d5167f9df4 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2ce36ad848190baf0359475fc0c3e |
completed | Feb. 28, 2026, 11:15 a.m. |
| NEDg | Description generation | batch_69a2ceb2bd48819084fa2f198af74712 |
completed | Feb. 28, 2026, 11:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2cf98fc4881909e3e7cf0b90ae5ce |
completed | Feb. 28, 2026, 11:20 a.m. |
Created at: Feb. 28, 2026, 2:31 a.m.