Triple
T13908095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Affluent Society |
E334414
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | John Kenneth Galbraith |
E66677
|
NE FINISHED |
How this triple was built (2 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: John Kenneth Galbraith | Statement: [The Affluent Society, author, John Kenneth Galbraith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Kenneth Galbraith Context triple: [The Affluent Society, author, John Kenneth Galbraith]
-
A.
John Kenneth Galbraith
chosen
John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
-
B.
Charles P. Kindleberger
Charles P. Kindleberger was an influential American economist and economic historian best known for his work on international finance and financial crises, particularly his analysis of the Great Depression and the theory of hegemonic stability.
-
C.
Arthur Burns
Arthur Burns is a ruthless outlaw gang leader in the 2005 Australian Western film "The Proposition."
-
D.
Charles Okun
Charles Okun was an American film producer and assistant director known for his work on popular Hollywood movies such as "French Kiss" and "Throw Momma from the Train."
-
E.
Alvin Hansen
Alvin Hansen was an influential American economist, often called the "American Keynes," known for popularizing Keynesian economics in the United States and contributing to modern macroeconomic theory.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c5eaa9c819083b1ff8689179565 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2721ec6c8190888f4a9d004eb8e0 |
completed | April 14, 2026, 11:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbac85fd7c819089e7a78dcf0b22fb |
completed | May 6, 2026, 9:03 p.m. |
Created at: April 9, 2026, 10:16 p.m.