Triple
T1724021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nikolai Bukharin |
E37455
|
entity |
| Predicate | studentOf |
P48
|
FINISHED |
| Object | Karl Marx (theoretical tradition) |
E10277
|
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: Karl Marx (theoretical tradition) | Statement: [Nikolai Bukharin, studentOf, Karl Marx (theoretical tradition)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Marx (theoretical tradition) Context triple: [Nikolai Bukharin, studentOf, Karl Marx (theoretical tradition)]
-
A.
Karl Marx
Karl Marx was a 19th-century German philosopher, economist, and revolutionary socialist best known for developing the theory of communism and co-authoring "The Communist Manifesto."
-
B.
Marxism
chosen
Marxism is a socio-economic and political theory developed by Karl Marx and Friedrich Engels that analyzes class relations and societal conflict through the lens of historical materialism and advocates for the abolition of capitalism and the establishment of a classless, communist society.
-
C.
Friedrich Engels
Friedrich Engels was a 19th-century German philosopher, social scientist, and political theorist best known as Karl Marx’s collaborator and co-author of foundational works of communist theory such as "The Communist Manifesto."
-
D.
School of Marxism
The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
-
E.
Friedrich Engel
Friedrich Engel was a German mathematician best known for his collaboration with Sophus Lie in developing the theory of continuous transformation groups and co-authoring the multi-volume "Theorie der Transformationsgruppen."
- 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_69a8861acab88190bb43cde203429399 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa635a5c8c8190b3fbf977a93838fd |
completed | March 6, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1b354b08190a776126555880de5 |
completed | March 8, 2026, 7:44 p.m. |
Created at: March 4, 2026, 7:30 p.m.