Triple
T7593363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of the American Physical Society |
E179793
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Arthur Bienenstock
Arthur Bienenstock is an American physicist and academic leader known for his contributions to synchrotron radiation research and for holding prominent administrative roles in science and higher education.
|
E692658
|
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: Arthur Bienenstock | Statement: [President of the American Physical Society, officeHolder, Arthur Bienenstock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Bienenstock Context triple: [President of the American Physical Society, officeHolder, Arthur Bienenstock]
-
A.
Edward Z. Milstein
Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
-
B.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
C.
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.
-
D.
Irving Shapiro
Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
-
E.
August Rosenbluth
August Rosenbluth is the charismatic yet cruel animal trainer and circus manager who serves as the primary antagonist in Sara Gruen’s novel "Water for Elephants."
- 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: Arthur Bienenstock Triple: [President of the American Physical Society, officeHolder, Arthur Bienenstock]
Generated description
Arthur Bienenstock is an American physicist and academic leader known for his contributions to synchrotron radiation research and for holding prominent administrative roles in science and higher education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Bienenstock Target entity description: Arthur Bienenstock is an American physicist and academic leader known for his contributions to synchrotron radiation research and for holding prominent administrative roles in science and higher education.
-
A.
Edward Z. Milstein
Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
-
B.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
C.
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.
-
D.
Irving Shapiro
Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
-
E.
August Rosenbluth
August Rosenbluth is the charismatic yet cruel animal trainer and circus manager who serves as the primary antagonist in Sara Gruen’s novel "Water for Elephants."
- 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_69c69f3487ec8190bf7acdf2dd91e6d6 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9bab3a08190a2c36b2c72a1de25 |
completed | March 27, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ca73246e9c819099fe003f1274523e |
completed | March 30, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69ca827b5b9c8190885ec1dcc57c7084 |
completed | March 30, 2026, 2:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cae7e188788190bd6551e011e55017 |
completed | March 30, 2026, 9:15 p.m. |
Created at: March 27, 2026, 3:53 p.m.