Triple
T8658620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georges Marchais |
E205487
|
entity |
| Predicate | ideology |
P496
|
FINISHED |
| Object | Eurocommunism |
E57203
|
NE FINISHED |
How this triple was built (2 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: Eurocommunism | Statement: [Georges Marchais, ideology, Eurocommunism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eurocommunism Context triple: [Georges Marchais, ideology, Eurocommunism]
-
A.
Eurocommunism
chosen
Eurocommunism was a reformist current within Western European communist parties during the 1970s that sought greater independence from the Soviet Union and embraced more democratic, pluralist, and parliamentary approaches to socialism.
-
B.
Austro-Marxism
Austro-Marxism was a distinctive current of Marxist thought developed in early 20th-century Austria that sought to reconcile socialism with nationalism, democracy, and cultural autonomy, influencing both theory and social-democratic practice.
-
C.
Titoism
Titoism is a form of socialist ideology associated with Josip Broz Tito that emphasized workers’ self-management, non-alignment in foreign policy, and independence from Soviet control.
-
D.
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.
-
E.
Western Marxism
Western Marxism is a 20th-century current of Marxist thought, associated with theorists like Herbert Marcuse, that emphasizes culture, philosophy, and critical theory over traditional economic determinism.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8350897c819086cde7596fbe5fe7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc486ece68819089c74bdf98b64490 |
completed | March 31, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ceccf559c4819089dfb8d6b11de1df |
completed | April 2, 2026, 8:09 p.m. |
Created at: March 30, 2026, 6:30 p.m.