Triple

T13872932
Position Surface form Disambiguated ID Type / Status
Subject 1995 French presidential election E333498 entity
Predicate ArletteLaguillerParty P352 FINISHED
Object Workers' Struggle
Workers' Struggle is a French far-left Trotskyist political party known for its strong advocacy of workers’ rights and socialist revolution.
E1065503 NE FINISHED

How this triple was built (5 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: Workers' Struggle | Statement: [1995 French presidential election, ArletteLaguillerParty, Workers' Struggle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Workers' Struggle
Context triple: [1995 French presidential election, ArletteLaguillerParty, Workers' Struggle]
  • A. The Class Struggle
    The Class Struggle is a foundational Marxist work by Karl Kautsky that systematically explains and popularizes the principles of Marxist theory and socialist politics for a broad audience.
  • B. Workers’ Opposition
    Workers’ Opposition was a faction within the Russian Communist Party in the early 1920s that advocated greater control of industry by trade unions and rank-and-file workers.
  • C. labour movement
    The labour movement is a broad social and political movement advocating for workers’ rights, fair wages, and improved working conditions through trade unions, collective action, and labor-oriented political parties.
  • D. The Mass Strike
    The Mass Strike is a 1906 political pamphlet by Rosa Luxemburg analyzing the role of mass strikes in revolutionary movements and the relationship between workers, trade unions, and socialist parties.
  • E. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • 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: Workers' Struggle
Triple: [1995 French presidential election, ArletteLaguillerParty, Workers' Struggle]
Generated description
Workers' Struggle is a French far-left Trotskyist political party known for its strong advocacy of workers’ rights and socialist revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Workers' Struggle
Target entity description: Workers' Struggle is a French far-left Trotskyist political party known for its strong advocacy of workers’ rights and socialist revolution.
  • A. The Class Struggle
    The Class Struggle is a foundational Marxist work by Karl Kautsky that systematically explains and popularizes the principles of Marxist theory and socialist politics for a broad audience.
  • B. Workers’ Opposition
    Workers’ Opposition was a faction within the Russian Communist Party in the early 1920s that advocated greater control of industry by trade unions and rank-and-file workers.
  • C. labour movement
    The labour movement is a broad social and political movement advocating for workers’ rights, fair wages, and improved working conditions through trade unions, collective action, and labor-oriented political parties.
  • D. The Mass Strike
    The Mass Strike is a 1906 political pamphlet by Rosa Luxemburg analyzing the role of mass strikes in revolutionary movements and the relationship between workers, trade unions, and socialist parties.
  • E. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ArletteLaguillerParty
Context triple: [1995 French presidential election, ArletteLaguillerParty, Workers' Struggle]
  • A. isFrancophoneParty
    Indicates that a political party primarily uses French or represents French-speaking communities.
  • B. ledPoliticalParty
    Indicates that one entity served as the leader or head of a particular political party.
  • C. namedForPoliticalParty
    Indicates that an entity is named after or in honor of a specific political party.
  • D. politicalParty chosen
    Indicates that an entity is affiliated with, belongs to, or is a member of a specific political party.
  • E. hasAuthorPoliticalParty
    Indicates that a political party is the one to which the author of a work or document belongs or is affiliated.
  • F. None of above.

Provenance (6 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de23a101488190bd790b28033d38b9 completed April 14, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c107c20c81909dff0ca4a59fcc55 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c20da9448190b3167b091bd39b94 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c2cc63148190b9ca2828abe54286 completed May 3, 2026, 9:49 p.m.
PD Predicate disambiguation batch_69de05972f3881909977b4c843984f88 completed April 14, 2026, 9:15 a.m.
Created at: April 9, 2026, 10:14 p.m.