Triple
T4420275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James M. Buchanan |
E95079
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Richard E. Wagner
Richard E. Wagner is an American economist known for his work in public finance and public choice theory, and for his collaborations with James M. Buchanan.
|
E525187
|
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: Richard E. Wagner | Statement: [James M. Buchanan, coAuthor, Richard E. Wagner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard E. Wagner Context triple: [James M. Buchanan, coAuthor, Richard E. Wagner]
-
A.
Sidney Wagner
Sidney Wagner was an American cinematographer known for his work on classic Hollywood films, including the 1946 adaptation of "The Yearling."
-
B.
John Carl Warnecke
John Carl Warnecke was a prominent American architect known for his influential modernist designs and his role in shaping mid-20th-century civic and memorial architecture in the United States.
-
C.
Walter Wolfrum
Walter Wolfrum was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
D.
Karl Schaefer
Karl Schaefer is a television writer and producer best known for co-creating the zombie apocalypse series Z Nation and its Netflix prequel Black Summer.
-
E.
Walter Buch
Walter Buch was a high-ranking Nazi official who served as the chief judge of the Nazi Party’s Supreme Court and played a key role in enforcing party discipline.
- 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: Richard E. Wagner Triple: [James M. Buchanan, coAuthor, Richard E. Wagner]
Generated description
Richard E. Wagner is an American economist known for his work in public finance and public choice theory, and for his collaborations with James M. Buchanan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard E. Wagner Target entity description: Richard E. Wagner is an American economist known for his work in public finance and public choice theory, and for his collaborations with James M. Buchanan.
-
A.
Sidney Wagner
Sidney Wagner was an American cinematographer known for his work on classic Hollywood films, including the 1946 adaptation of "The Yearling."
-
B.
John Carl Warnecke
John Carl Warnecke was a prominent American architect known for his influential modernist designs and his role in shaping mid-20th-century civic and memorial architecture in the United States.
-
C.
Walter Wolfrum
Walter Wolfrum was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
D.
Karl Schaefer
Karl Schaefer is a television writer and producer best known for co-creating the zombie apocalypse series Z Nation and its Netflix prequel Black Summer.
-
E.
Walter Buch
Walter Buch was a high-ranking Nazi official who served as the chief judge of the Nazi Party’s Supreme Court and played a key role in enforcing party discipline.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3551fae7c8190abafda0d78f02d89 |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf856d4d6481908b99610cf52abc76 |
completed | March 22, 2026, 6 a.m. |
| NEDg | Description generation | batch_69bf8632767c8190bdb5c4f6a505169e |
completed | March 22, 2026, 6:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf86ab7b988190953cff2d4387f742 |
completed | March 22, 2026, 6:05 a.m. |
Created at: March 12, 2026, 11:30 p.m.