Triple

T1374495
Position Surface form Disambiguated ID Type / Status
Subject Norman Thomas E30188 entity
Predicate notableWork P4 FINISHED
Object Democratic Socialism
Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
E158213 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: Democratic Socialism | Statement: [Norman Thomas, notableWork, Democratic Socialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Socialism
Context triple: [Norman Thomas, notableWork, Democratic Socialism]
  • A. Social Democrats
    The Social Democrats are a major left-leaning political movement, historically associated with democratic socialism and social justice, that has played a central role in European politics, particularly in Germany.
  • B. Social Democrats, USA
    Social Democrats, USA is an American social-democratic and anti-communist political organization that emerged in the early 1970s from a split in the Socialist Party of America.
  • C. libertarian socialism
    Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
  • D. Social Democratic and Labour Party
    The Social Democratic and Labour Party is a moderate Irish nationalist and social-democratic political party in Northern Ireland that has historically advocated non-violent constitutional nationalism and power-sharing during and after the Troubles.
  • E. guild socialism
    Guild socialism was a British political and economic movement that advocated worker-controlled industrial guilds operating within a decentralized socialist framework.
  • 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: Democratic Socialism
Triple: [Norman Thomas, notableWork, Democratic Socialism]
Generated description
Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Socialism
Target entity description: Democratic Socialism is a political ideology that advocates for a democratic political system alongside a socially owned or strongly regulated economy aimed at reducing inequality and providing broad social welfare.
  • A. Social Democrats
    The Social Democrats are a major left-leaning political movement, historically associated with democratic socialism and social justice, that has played a central role in European politics, particularly in Germany.
  • B. Social Democrats, USA
    Social Democrats, USA is an American social-democratic and anti-communist political organization that emerged in the early 1970s from a split in the Socialist Party of America.
  • C. libertarian socialism
    Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
  • D. Social Democratic and Labour Party
    The Social Democratic and Labour Party is a moderate Irish nationalist and social-democratic political party in Northern Ireland that has historically advocated non-violent constitutional nationalism and power-sharing during and after the Troubles.
  • E. guild socialism
    Guild socialism was a British political and economic movement that advocated worker-controlled industrial guilds operating within a decentralized socialist framework.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2f7aeb08190b52ef1058c18327e completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48397c88190b5be985bf92d47b8 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd4efb73881908dda4973befc6aa5 completed March 8, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69acd56ef0b081909df2efee97a4197c completed March 8, 2026, 1:48 a.m.
Created at: March 1, 2026, 7:57 p.m.