Triple
T11468144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | rational expectations revolution |
E271829
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
John F. Muth
John F. Muth was an American economist best known for originating the concept of rational expectations, which fundamentally reshaped modern macroeconomic theory.
|
E927188
|
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: John F. Muth | Statement: [rational expectations revolution, influencedBy, John F. Muth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John F. Muth Context triple: [rational expectations revolution, influencedBy, John F. Muth]
-
A.
John M. Olin
John M. Olin was an American industrialist and philanthropist known for his leadership of the Olin Corporation and his extensive support of higher education and conservative public policy initiatives.
-
B.
Charles I. Plosser
Charles I. Plosser is an American economist known for his influential contributions to macroeconomics, particularly in developing and advancing real business cycle theory, and for serving as president of the Federal Reserve Bank of Philadelphia.
-
C.
Arthur Burns
Arthur Burns is a ruthless outlaw gang leader in the 2005 Australian Western film "The Proposition."
-
D.
Harold F. Linder
Harold F. Linder was an American investment banker and government official who notably served as chairman of the Export-Import Bank of the United States.
-
E.
Richard L. Kagan
Richard L. Kagan is an American historian known for his scholarship on early modern Spain and the Spanish Empire.
- 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: John F. Muth Triple: [rational expectations revolution, influencedBy, John F. Muth]
Generated description
John F. Muth was an American economist best known for originating the concept of rational expectations, which fundamentally reshaped modern macroeconomic theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John F. Muth Target entity description: John F. Muth was an American economist best known for originating the concept of rational expectations, which fundamentally reshaped modern macroeconomic theory.
-
A.
John M. Olin
John M. Olin was an American industrialist and philanthropist known for his leadership of the Olin Corporation and his extensive support of higher education and conservative public policy initiatives.
-
B.
Charles I. Plosser
Charles I. Plosser is an American economist known for his influential contributions to macroeconomics, particularly in developing and advancing real business cycle theory, and for serving as president of the Federal Reserve Bank of Philadelphia.
-
C.
Arthur Burns
Arthur Burns is a ruthless outlaw gang leader in the 2005 Australian Western film "The Proposition."
-
D.
Harold F. Linder
Harold F. Linder was an American investment banker and government official who notably served as chairman of the Export-Import Bank of the United States.
-
E.
Richard L. Kagan
Richard L. Kagan is an American historian known for his scholarship on early modern Spain and the Spanish Empire.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d822f74144819094479690c8151073 |
completed | April 9, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5e9429a308190810b485708d28617 |
completed | April 20, 2026, 8:52 a.m. |
| NEDg | Description generation | batch_69e5f15a50b881908d0930021833ae74 |
completed | April 20, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5f88f16748190826a7fc5d27019d7 |
completed | April 20, 2026, 9:57 a.m. |
Created at: April 8, 2026, 9:35 p.m.