Triple
T12513253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A. Alfred Taubman |
E299132
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
William S. Taubman
William S. Taubman is an American political scientist and Pulitzer Prize–winning biographer best known for his comprehensive study of Soviet leader Nikita Khrushchev.
|
E1015118
|
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: William S. Taubman | Statement: [A. Alfred Taubman, child, William S. Taubman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William S. Taubman Context triple: [A. Alfred Taubman, child, William S. Taubman]
-
A.
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.
-
B.
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.
-
C.
Robert R. Stempel
Robert R. Stempel was an American automotive executive best known for serving as chairman and CEO of General Motors in the early 1990s.
-
D.
Morton Abramowitz
Morton Abramowitz is an American diplomat and foreign policy expert known for his leadership in international conflict prevention and humanitarian advocacy.
-
E.
Louis J. Lefkowitz
Louis J. Lefkowitz was a prominent New York politician and lawyer best known for his long tenure as New York State Attorney General in the mid-20th century.
- 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: William S. Taubman Triple: [A. Alfred Taubman, child, William S. Taubman]
Generated description
William S. Taubman is an American political scientist and Pulitzer Prize–winning biographer best known for his comprehensive study of Soviet leader Nikita Khrushchev.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William S. Taubman Target entity description: William S. Taubman is an American political scientist and Pulitzer Prize–winning biographer best known for his comprehensive study of Soviet leader Nikita Khrushchev.
-
A.
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.
-
B.
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.
-
C.
Robert R. Stempel
Robert R. Stempel was an American automotive executive best known for serving as chairman and CEO of General Motors in the early 1990s.
-
D.
Morton Abramowitz
Morton Abramowitz is an American diplomat and foreign policy expert known for his leadership in international conflict prevention and humanitarian advocacy.
-
E.
Louis J. Lefkowitz
Louis J. Lefkowitz was a prominent New York politician and lawyer best known for his long tenure as New York State Attorney General in the mid-20th century.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541e752c8190bf12d2b5a37b53df |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c0d6947c819080d33199d331724c |
completed | May 3, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69f6c277e6248190870b3bf9869716a7 |
completed | May 3, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c38da72881909ca5cc4a2a2ca1cf |
completed | May 3, 2026, 3:39 a.m. |
Created at: April 8, 2026, 9:57 p.m.