Triple
T13908019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Galbraith |
E334412
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
James K. Galbraith
James K. Galbraith is an American economist known for his work on inequality, macroeconomic policy, and critiques of conventional economic theory.
|
E1067742
|
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: James K. Galbraith | Statement: [Galbraith, hasNotableBearer, James K. Galbraith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James K. Galbraith Context triple: [Galbraith, hasNotableBearer, James K. Galbraith]
-
A.
Robert C. Murphy
Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
-
B.
Austan Goolsbee
Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
-
C.
David Romer
David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
-
D.
Alan B. Krueger
Alan B. Krueger was an influential American economist known for his empirical work on labor markets, education, and inequality, and for serving as Chairman of the Council of Economic Advisers under President Barack Obama.
-
E.
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.
- 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: James K. Galbraith Triple: [Galbraith, hasNotableBearer, James K. Galbraith]
Generated description
James K. Galbraith is an American economist known for his work on inequality, macroeconomic policy, and critiques of conventional economic theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James K. Galbraith Target entity description: James K. Galbraith is an American economist known for his work on inequality, macroeconomic policy, and critiques of conventional economic theory.
-
A.
Robert C. Murphy
Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
-
B.
Austan Goolsbee
Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
-
C.
David Romer
David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
-
D.
Alan B. Krueger
Alan B. Krueger was an influential American economist known for his empirical work on labor markets, education, and inequality, and for serving as Chairman of the Council of Economic Advisers under President Barack Obama.
-
E.
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.
- 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_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_69f7c726b7388190b557f4c41622460d |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7c807e70c8190b15a7d4608a17591 |
completed | May 3, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c8f2b5588190b6143d676eb648a0 |
completed | May 3, 2026, 10:15 p.m. |
Created at: April 9, 2026, 10:16 p.m.