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.