Triple

T11063579
Position Surface form Disambiguated ID Type / Status
Subject Barbara Ehrenreich E261565 entity
Predicate memberOf P10 FINISHED
Object Democratic Socialists of America
The Democratic Socialists of America is a U.S. political organization that advocates for democratic socialist policies such as economic justice, expanded social welfare, and greater worker control within a democratic framework.
 E903067 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 Socialists of America | Statement: [Barbara Ehrenreich, memberOf, Democratic Socialists of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Democratic Socialists of America
Context triple: [Barbara Ehrenreich, memberOf, Democratic Socialists of America]
  • A. Socialist Party USA
    Socialist Party USA is a democratic socialist political party in the United States that advocates for social ownership, workers’ rights, and progressive social policies.
  • 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. Socialist Party of America
    The Socialist Party of America was a prominent early 20th-century U.S. political party that advocated democratic socialism, labor rights, and social welfare reforms, and ran influential presidential candidates such as Eugene V. Debs and Norman Thomas.
  • D. Movement for Socialism
    Movement for Socialism is a left-wing Bolivian political party known for its indigenous rights advocacy, anti-neoliberal policies, and leadership under Evo Morales.
  • E. Working Families Party
    The Working Families Party is a progressive political party in the United States that advocates for labor rights, economic justice, and social equality, particularly influential in New York.
  • 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 Socialists of America
Triple: [Barbara Ehrenreich, memberOf, Democratic Socialists of America]
Generated description
The Democratic Socialists of America is a U.S. political organization that advocates for democratic socialist policies such as economic justice, expanded social welfare, and greater worker control within a democratic framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Democratic Socialists of America
Target entity description: The Democratic Socialists of America is a U.S. political organization that advocates for democratic socialist policies such as economic justice, expanded social welfare, and greater worker control within a democratic framework.
  • A. Socialist Party USA
    Socialist Party USA is a democratic socialist political party in the United States that advocates for social ownership, workers’ rights, and progressive social policies.
  • 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. Socialist Party of America
    The Socialist Party of America was a prominent early 20th-century U.S. political party that advocated democratic socialism, labor rights, and social welfare reforms, and ran influential presidential candidates such as Eugene V. Debs and Norman Thomas.
  • D. Movement for Socialism
    Movement for Socialism is a left-wing Bolivian political party known for its indigenous rights advocacy, anti-neoliberal policies, and leadership under Evo Morales.
  • E. Working Families Party
    The Working Families Party is a progressive political party in the United States that advocates for labor rights, economic justice, and social equality, particularly influential in New York.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798ed07f88190bf501d9f63386ada completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8977f98819082dec025e92782da completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3cadf271081908d2b794a4288892a completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf1f508c81909b4ca8131b7fc9ee completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:26 p.m.