Triple

T9624636
Position Surface form Disambiguated ID Type / Status
Subject Ralph Miliband E232428 entity
Predicate notableWork P4 FINISHED
Object Parliamentary Socialism
Parliamentary Socialism is Ralph Miliband’s influential critique of the British Labour Party, arguing that its commitment to parliamentary democracy limited its capacity for genuine socialist transformation.
E810261 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: Parliamentary Socialism | Statement: [Ralph Miliband, notableWork, Parliamentary Socialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parliamentary Socialism
Context triple: [Ralph Miliband, notableWork, Parliamentary Socialism]
  • A. Party of Democratic Socialism
    The Party of Democratic Socialism was a democratic socialist political party in eastern Germany that emerged from the former ruling communist party of the German Democratic Republic and later became a key component of the modern Left Party (Die Linke).
  • B. 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.
  • C. Social Democracy (SOCDEM)
    Social Democracy (SOCDEM) is a Czech political party formed as a breakaway faction from the traditional Czech Social Democratic Party, advocating center-left, social-democratic policies.
  • D. 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.
  • E. Christian socialism
    Christian socialism is a political and theological movement that applies Christian ethical principles—especially concerns for social justice, equality, and the common good—to socialist economic and social policies.
  • 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: Parliamentary Socialism
Triple: [Ralph Miliband, notableWork, Parliamentary Socialism]
Generated description
Parliamentary Socialism is Ralph Miliband’s influential critique of the British Labour Party, arguing that its commitment to parliamentary democracy limited its capacity for genuine socialist transformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parliamentary Socialism
Target entity description: Parliamentary Socialism is Ralph Miliband’s influential critique of the British Labour Party, arguing that its commitment to parliamentary democracy limited its capacity for genuine socialist transformation.
  • A. Party of Democratic Socialism
    The Party of Democratic Socialism was a democratic socialist political party in eastern Germany that emerged from the former ruling communist party of the German Democratic Republic and later became a key component of the modern Left Party (Die Linke).
  • B. 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.
  • C. Social Democracy (SOCDEM)
    Social Democracy (SOCDEM) is a Czech political party formed as a breakaway faction from the traditional Czech Social Democratic Party, advocating center-left, social-democratic policies.
  • D. 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.
  • E. Christian socialism
    Christian socialism is a political and theological movement that applies Christian ethical principles—especially concerns for social justice, equality, and the common good—to socialist economic and social policies.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9ad76b148190a38fadee06594db4 completed April 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1797ab3d4819088da04fd5d00386b completed April 4, 2026, 8:50 p.m.
NEDg Description generation batch_69d17a96725c8190aca4a5303952171b completed April 4, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69d17b3559548190afe2bbf7cbf8a2af completed April 4, 2026, 8:57 p.m.
Created at: March 30, 2026, 8:10 p.m.