Triple
T1234902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sophus Lie |
E26524
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
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."
|
E140814
|
NE FINISHED |
How this triple was built (4 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 Engel | Statement: [Sophus Lie, coAuthor, Friedrich Engel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friedrich Engel Context triple: [Sophus Lie, coAuthor, Friedrich Engel]
-
A.
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."
-
B.
Heinrich Marx
Heinrich Marx was a German lawyer and Enlightenment-influenced liberal thinker best known as the father of philosopher and economist Karl Marx.
-
C.
Carlo Marx
Carlo Marx is a passionate, eccentric poet in Jack Kerouac's novel "On the Road," widely recognized as a fictionalized portrayal of the Beat Generation writer Allen Ginsberg.
-
D.
Georgi Plekhanov
Georgi Plekhanov was a Russian revolutionary and Marxist theorist often regarded as the “father of Russian Marxism” and an important intellectual precursor to Bolshevism.
-
E.
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."
- 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: Friedrich Engel Triple: [Sophus Lie, coAuthor, Friedrich Engel]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friedrich Engel Target entity description: 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."
-
A.
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."
-
B.
Heinrich Marx
Heinrich Marx was a German lawyer and Enlightenment-influenced liberal thinker best known as the father of philosopher and economist Karl Marx.
-
C.
Carlo Marx
Carlo Marx is a passionate, eccentric poet in Jack Kerouac's novel "On the Road," widely recognized as a fictionalized portrayal of the Beat Generation writer Allen Ginsberg.
-
D.
Georgi Plekhanov
Georgi Plekhanov was a Russian revolutionary and Marxist theorist often regarded as the “father of Russian Marxism” and an important intellectual precursor to Bolshevism.
-
E.
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."
- F. None of above. chosen
Provenance (5 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_69a4948571c88190a9191e451e6035fd |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be5e421081908f2432528019db25 |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a18b0f48190adb5b2c1e2a1019a |
completed | March 7, 2026, 8:27 p.m. |
| NEDg | Description generation | batch_69ac8aa863a08190b21071a4ed2e74b9 |
completed | March 7, 2026, 8:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8b72cb6c8190984bd3d4b0d54262 |
completed | March 7, 2026, 8:32 p.m. |
Created at: March 1, 2026, 7:47 p.m.