Triple
T3062655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Analytical Marxism |
E62030
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
John Roemer
John Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation, and egalitarian justice.
|
E323238
|
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 Roemer | Statement: [Analytical Marxism, associatedWith, John Roemer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Roemer Context triple: [Analytical Marxism, associatedWith, John Roemer]
-
A.
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.
-
B.
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.
-
C.
Ralph W. Zwicker
Ralph W. Zwicker was a United States Army general and decorated combat officer best known for his leadership in the Korean War and his later involvement in a high-profile clash with Senator Joseph McCarthy.
-
D.
Kevin Phillips
Kevin Phillips was an American political strategist and writer known for shaping and popularizing the Republican Party’s “Southern Strategy” and analyzing long-term shifts in U.S. electoral politics.
-
E.
Clifford M. Hardin
Clifford M. Hardin was an American academic and government official who served as U.S. Secretary of Agriculture under President Richard Nixon.
- 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 Roemer Triple: [Analytical Marxism, associatedWith, John Roemer]
Generated description
John Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation, and egalitarian justice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Roemer Target entity description: John Roemer is an American economist and political theorist known for his influential work on Marxian economics, theories of exploitation, and egalitarian justice.
-
A.
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.
-
B.
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.
-
C.
Ralph W. Zwicker
Ralph W. Zwicker was a United States Army general and decorated combat officer best known for his leadership in the Korean War and his later involvement in a high-profile clash with Senator Joseph McCarthy.
-
D.
Kevin Phillips
Kevin Phillips was an American political strategist and writer known for shaping and popularizing the Republican Party’s “Southern Strategy” and analyzing long-term shifts in U.S. electoral politics.
-
E.
Clifford M. Hardin
Clifford M. Hardin was an American academic and government official who served as U.S. Secretary of Agriculture under President Richard Nixon.
- 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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9ea088fc819090b9d5bbcb268671 |
completed | March 8, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef118cb48190a1f666ead7c19a12 |
completed | March 11, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69b1f1291670819083866bd4950d4124 |
completed | March 11, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f1990be08190bfa83c08323c5d40 |
completed | March 11, 2026, 10:50 p.m. |
Created at: March 8, 2026, 3:02 p.m.