Triple
T13026835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unequal Democracy: The Political Economy of the New Gilded Age |
E326329
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Larry M. Bartels
Larry M. Bartels is an American political scientist renowned for his influential research on democratic representation, economic inequality, and public opinion in the United States.
|
E1016290
|
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: Larry M. Bartels | Statement: [Unequal Democracy: The Political Economy of the New Gilded Age, author, Larry M. Bartels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry M. Bartels Context triple: [Unequal Democracy: The Political Economy of the New Gilded Age, author, Larry M. Bartels]
-
A.
Russell J. Dalton
Russell J. Dalton is a political scientist known for his influential research on comparative politics, political culture, and citizen participation in advanced industrial democracies.
-
B.
Russell Binder
Russell Binder is a film and television producer known for his work on projects such as the movie "Part of Me."
-
C.
Lawrence R. Jacobs
Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
-
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.
Edward K. Milkis
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
- 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: Larry M. Bartels Triple: [Unequal Democracy: The Political Economy of the New Gilded Age, author, Larry M. Bartels]
Generated description
Larry M. Bartels is an American political scientist renowned for his influential research on democratic representation, economic inequality, and public opinion in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry M. Bartels Target entity description: Larry M. Bartels is an American political scientist renowned for his influential research on democratic representation, economic inequality, and public opinion in the United States.
-
A.
Russell J. Dalton
Russell J. Dalton is a political scientist known for his influential research on comparative politics, political culture, and citizen participation in advanced industrial democracies.
-
B.
Russell Binder
Russell Binder is a film and television producer known for his work on projects such as the movie "Part of Me."
-
C.
Lawrence R. Jacobs
Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
-
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.
Edward K. Milkis
Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97efc07488190a15f3e41ea2db45c |
completed | April 10, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c11f83d88190bc153dba75db0995 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c43bc75c8190887b8135fbc8bbb5 |
completed | May 3, 2026, 3:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c50cf3c08190b1ef6379f1f96201 |
completed | May 3, 2026, 3:46 a.m. |
Created at: April 9, 2026, 8:53 p.m.