Triple
T8017416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keen |
E186652
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Steve Keen
Steve Keen is an Australian post-Keynesian economist known for his critiques of mainstream economics and his work on debt-deflation and financial instability.
|
E707627
|
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: Steve Keen | Statement: [Keen, hasNotableBearer, Steve Keen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Keen Context triple: [Keen, hasNotableBearer, Steve Keen]
-
A.
Robert D. Murphy
Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
-
B.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
-
C.
James Kwak
James Kwak is an American author, law professor, and commentator on economics and public policy, known for his work on the financial crisis and inequality.
-
D.
Peter Schiff
Peter Schiff is an American stock broker, financial commentator, and author known for his bearish views on the U.S. economy and his accurate prediction of the 2008 financial crisis.
-
E.
Walter Block
Walter Block is an American Austrian School economist and libertarian theorist known for his radical defense of free markets and controversial positions on issues such as privatization and individual rights.
- 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: Steve Keen Triple: [Keen, hasNotableBearer, Steve Keen]
Generated description
Steve Keen is an Australian post-Keynesian economist known for his critiques of mainstream economics and his work on debt-deflation and financial instability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Keen Target entity description: Steve Keen is an Australian post-Keynesian economist known for his critiques of mainstream economics and his work on debt-deflation and financial instability.
-
A.
Robert D. Murphy
Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
-
B.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
-
C.
James Kwak
James Kwak is an American author, law professor, and commentator on economics and public policy, known for his work on the financial crisis and inequality.
-
D.
Peter Schiff
Peter Schiff is an American stock broker, financial commentator, and author known for his bearish views on the U.S. economy and his accurate prediction of the 2008 financial crisis.
-
E.
Walter Block
Walter Block is an American Austrian School economist and libertarian theorist known for his radical defense of free markets and controversial positions on issues such as privatization and individual rights.
- 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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3df4f1b8819089a8b67f136bce9a |
completed | March 31, 2026, 3:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56c213ec8190b3bd96c42d1357e4 |
completed | March 31, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_69cc58a9e94081908980e2c60be38642 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cbaefb481909eb325f0d27675c0 |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:20 p.m.