Triple
T6642131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zakheim |
E150610
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Dov S. Zakheim
Dov S. Zakheim is an American economist, rabbi, and former U.S. Department of Defense official who served as Under Secretary of Defense (Comptroller) and is known for his work on defense policy and budgeting.
|
E612435
|
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: Dov S. Zakheim | Statement: [Zakheim, hasNotableBearer, Dov S. Zakheim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dov S. Zakheim Context triple: [Zakheim, hasNotableBearer, Dov S. Zakheim]
-
A.
Kenneth Bruce Gorelick
Kenneth Bruce Gorelick, better known as Kenny G, is an American smooth jazz saxophonist renowned worldwide for his best-selling instrumental recordings and signature soprano saxophone sound.
-
B.
Michael A. Gottlieb
Michael A. Gottlieb is a physicist and editor known for his work on Richard Feynman–related educational materials, including co-editing "Feynman’s Tips on Physics."
-
C.
Louis D. Rubin Jr.
Louis D. Rubin Jr. was an influential American literary critic, scholar, and publisher best known for his pioneering work on Southern literature and for co-founding Algonquin Books.
-
D.
Michael Aizenman
Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
-
E.
Richard P. Levine
Richard P. Levine is a film producer best known for his work on the World War II epic "A Bridge Too Far."
- 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: Dov S. Zakheim Triple: [Zakheim, hasNotableBearer, Dov S. Zakheim]
Generated description
Dov S. Zakheim is an American economist, rabbi, and former U.S. Department of Defense official who served as Under Secretary of Defense (Comptroller) and is known for his work on defense policy and budgeting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dov S. Zakheim Target entity description: Dov S. Zakheim is an American economist, rabbi, and former U.S. Department of Defense official who served as Under Secretary of Defense (Comptroller) and is known for his work on defense policy and budgeting.
-
A.
Kenneth Bruce Gorelick
Kenneth Bruce Gorelick, better known as Kenny G, is an American smooth jazz saxophonist renowned worldwide for his best-selling instrumental recordings and signature soprano saxophone sound.
-
B.
Michael A. Gottlieb
Michael A. Gottlieb is a physicist and editor known for his work on Richard Feynman–related educational materials, including co-editing "Feynman’s Tips on Physics."
-
C.
Louis D. Rubin Jr.
Louis D. Rubin Jr. was an influential American literary critic, scholar, and publisher best known for his pioneering work on Southern literature and for co-founding Algonquin Books.
-
D.
Michael Aizenman
Michael Aizenman is a mathematical physicist renowned for his influential work in statistical mechanics, probability theory, and quantum field theory.
-
E.
Richard P. Levine
Richard P. Levine is a film producer best known for his work on the World War II epic "A Bridge Too Far."
- 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_69c687f1a3048190828b7342f7125d5c |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6aff5da8881909a512c1c82eb882a |
completed | March 27, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f7918c208190924c1906c7886a2c |
completed | March 27, 2026, 9:33 p.m. |
| NEDg | Description generation | batch_69c6f86efd00819099d48fe7cb9640a3 |
completed | March 27, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f91ac7788190832a133c4fe046f1 |
completed | March 27, 2026, 9:39 p.m. |
Created at: March 27, 2026, 2 p.m.