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.