Triple
T12797622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philip J. Davis |
E305929
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Harold A. Shapiro
Harold A. Shapiro is a mathematician known for his contributions to approximation theory and numerical analysis, including coauthoring influential works with Philip J. Davis.
|
E1188789
|
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: Harold A. Shapiro | Statement: [Philip J. Davis, coAuthor, Harold A. Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harold A. Shapiro Context triple: [Philip J. Davis, coAuthor, Harold A. Shapiro]
-
A.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
B.
Harry A. B. Shapiro
Harry A. B. Shapiro was an American educator and academic administrator best known for establishing Southern New Hampshire University.
-
C.
Frank E. Seidman
Frank E. Seidman was an influential figure in the field of political economy, honored by a distinguished award that bears his name.
-
D.
Robert J. Shapera
Robert J. Shapera is the birth name of Robert Evans, the influential American film producer and former Paramount Pictures studio head known for championing classics like "The Godfather" and "Chinatown."
-
E.
Stanley Shapiro
Stanley Shapiro was an American screenwriter best known for his sharp comedic scripts in mid-20th-century Hollywood, including several hit romantic comedies.
- 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: Harold A. Shapiro Triple: [Philip J. Davis, coAuthor, Harold A. Shapiro]
Generated description
Harold A. Shapiro is a mathematician known for his contributions to approximation theory and numerical analysis, including coauthoring influential works with Philip J. Davis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harold A. Shapiro Target entity description: Harold A. Shapiro is a mathematician known for his contributions to approximation theory and numerical analysis, including coauthoring influential works with Philip J. Davis.
-
A.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
B.
Harry A. B. Shapiro
Harry A. B. Shapiro was an American educator and academic administrator best known for establishing Southern New Hampshire University.
-
C.
Frank E. Seidman
Frank E. Seidman was an influential figure in the field of political economy, honored by a distinguished award that bears his name.
-
D.
Robert J. Shapera
Robert J. Shapera is the birth name of Robert Evans, the influential American film producer and former Paramount Pictures studio head known for championing classics like "The Godfather" and "Chinatown."
-
E.
Stanley Shapiro
Stanley Shapiro was an American screenwriter best known for his sharp comedic scripts in mid-20th-century Hollywood, including several hit romantic comedies.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6db68481909a2ca8da1287f3e0 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3ab3c8881909da34dc94a1deff2 |
completed | May 9, 2026, 11:30 p.m. |
| NEDg | Description generation | batch_69ffcc02f80c8190a481e81abdfaad34 |
completed | May 10, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffcc7d1bf88190812e500e6ebd7c32 |
completed | May 10, 2026, 12:08 a.m. |
Created at: April 9, 2026, 5:30 p.m.