Triple

T11790035
Position Surface form Disambiguated ID Type / Status
Subject Alexandre Millerand E280363 entity
Predicate memberOf P10 FINISHED
Object Independent socialists
Independent socialists were a loose current of French socialist politicians in the late 19th and early 20th centuries who operated outside the main socialist parties while advocating reformist, parliamentary socialism.
E946767 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: Independent socialists | Statement: [Alexandre Millerand, memberOf, Independent socialists]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independent socialists
Context triple: [Alexandre Millerand, memberOf, Independent socialists]
  • A. Independent Liberals
    Independent Liberals was a small centrist-liberal political party in Israel that represented moderate, secular, and pro-civil rights positions during the mid-20th century.
  • B. 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.
  • C. Narrow Socialists
    Narrow Socialists refers to the Bulgarian Social Democratic Workers' Party (Narrow Socialists), a Marxist-oriented socialist party in Bulgaria active in the late 19th and early 20th centuries.
  • 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. Socialist Campaign Group
    The Socialist Campaign Group is a left-wing caucus of Labour Party MPs in the United Kingdom known for advocating democratic socialism and opposing the party’s centrist tendencies.
  • 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: Independent socialists
Triple: [Alexandre Millerand, memberOf, Independent socialists]
Generated description
Independent socialists were a loose current of French socialist politicians in the late 19th and early 20th centuries who operated outside the main socialist parties while advocating reformist, parliamentary socialism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independent socialists
Target entity description: Independent socialists were a loose current of French socialist politicians in the late 19th and early 20th centuries who operated outside the main socialist parties while advocating reformist, parliamentary socialism.
  • A. Independent Liberals
    Independent Liberals was a small centrist-liberal political party in Israel that represented moderate, secular, and pro-civil rights positions during the mid-20th century.
  • B. 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.
  • C. Narrow Socialists
    Narrow Socialists refers to the Bulgarian Social Democratic Workers' Party (Narrow Socialists), a Marxist-oriented socialist party in Bulgaria active in the late 19th and early 20th centuries.
  • 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. Socialist Campaign Group
    The Socialist Campaign Group is a left-wing caucus of Labour Party MPs in the United Kingdom known for advocating democratic socialism and opposing the party’s centrist tendencies.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a587c2d881909297c3a6c7d26080 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090f62bdc8190a8fd145839aef554 completed April 28, 2026, 10:50 a.m.
NEDg Description generation batch_69f0bd40108c8190863a60cf01cc7201 completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef7e9f388190b33f6c16abadfde9 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.