Triple
T225821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Humboldt University of Berlin |
E4311
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object | Friedrich Engels |
E9644
|
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: Friedrich Engels | Statement: [Humboldt University of Berlin, hasNotableAlumni, Friedrich Engels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friedrich Engels Context triple: [Humboldt University of Berlin, hasNotableAlumni, Friedrich Engels]
-
A.
Friedrich Engels
chosen
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."
-
B.
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."
-
C.
Peter Kropotkin
Peter Kropotkin was a Russian geographer, revolutionary, and leading theorist of anarcho-communism whose writings profoundly shaped libertarian socialist thought.
-
D.
Mikhail Bakunin
Mikhail Bakunin was a 19th-century Russian revolutionary anarchist whose anti-authoritarian ideas and advocacy of stateless socialism were foundational for the development of libertarian socialism.
-
E.
Rosa Luxemburg
Rosa Luxemburg was a Marxist theorist, revolutionary socialist, and co-founder of the Spartacist League whose critiques of authoritarianism and advocacy of democratic, grassroots socialism deeply shaped libertarian socialist thought.
- 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_69a257363ffc81909757bde7ab3404da |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c8d97d08190ad7c1c3e9322f34c |
completed | Feb. 28, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35b64d2e88190b2cefa7dee8296af |
completed | Feb. 28, 2026, 9:17 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.