Triple
T17185710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Nichols |
E417100
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Fight for the Soul of the Democratic Party
The Fight for the Soul of the Democratic Party is a political analysis book by journalist John Nichols that examines the ideological struggles and progressive movements within the U.S. Democratic Party over time.
|
E1256348
|
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: The Fight for the Soul of the Democratic Party | Statement: [John Nichols, notableWork, The Fight for the Soul of the Democratic Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Fight for the Soul of the Democratic Party Context triple: [John Nichols, notableWork, The Fight for the Soul of the Democratic Party]
-
A.
The Democratic Paradox
The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
-
B.
Call It Democracy
"Call It Democracy" is a politically charged protest song by Canadian singer-songwriter Bruce Cockburn that critiques U.S. foreign policy and global economic power structures.
-
C.
Primary Colors: A Novel of Politics
"Primary Colors: A Novel of Politics" is a 1996 roman à clef by the anonymous author "Joe Klein" that satirically chronicles a Southern governor’s scandal-plagued presidential campaign, widely recognized as a thinly veiled portrayal of Bill Clinton’s 1992 run.
-
D.
“A Different Kind of Democrat”
“A Different Kind of Democrat” was the campaign slogan used by Joe Lieberman during his 2004 bid for the U.S. presidency, emphasizing his centrist and independent-minded political identity within the Democratic Party.
-
E.
A New Look at the Republican Party
"A New Look at the Republican Party" is the subtitle of Barry Goldwater’s influential 1960 political book *The Conscience of a Conservative*, which helped define modern American conservatism.
- 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: The Fight for the Soul of the Democratic Party Triple: [John Nichols, notableWork, The Fight for the Soul of the Democratic Party]
Generated description
The Fight for the Soul of the Democratic Party is a political analysis book by journalist John Nichols that examines the ideological struggles and progressive movements within the U.S. Democratic Party over time.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Fight for the Soul of the Democratic Party Target entity description: The Fight for the Soul of the Democratic Party is a political analysis book by journalist John Nichols that examines the ideological struggles and progressive movements within the U.S. Democratic Party over time.
-
A.
The Democratic Paradox
The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
-
B.
Call It Democracy
"Call It Democracy" is a politically charged protest song by Canadian singer-songwriter Bruce Cockburn that critiques U.S. foreign policy and global economic power structures.
-
C.
Primary Colors: A Novel of Politics
"Primary Colors: A Novel of Politics" is a 1996 roman à clef by the anonymous author "Joe Klein" that satirically chronicles a Southern governor’s scandal-plagued presidential campaign, widely recognized as a thinly veiled portrayal of Bill Clinton’s 1992 run.
-
D.
“A Different Kind of Democrat”
“A Different Kind of Democrat” was the campaign slogan used by Joe Lieberman during his 2004 bid for the U.S. presidency, emphasizing his centrist and independent-minded political identity within the Democratic Party.
-
E.
A New Look at the Republican Party
"A New Look at the Republican Party" is the subtitle of Barry Goldwater’s influential 1960 political book *The Conscience of a Conservative*, which helped define modern American conservatism.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42d962b988190bdbba81ac63c7e6e |
completed | April 19, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fcc424081908a7e74df0523443e |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a016184e0c0819099320b32bc471cad |
completed | May 11, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0162692420819097b99a71ec470861 |
completed | May 11, 2026, 5 a.m. |
Created at: April 10, 2026, 5:37 a.m.