Triple
T1495142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Benjamin |
E29668
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Georg Simmel
Georg Simmel was a pioneering German sociologist and philosopher known for his analyses of social forms, modernity, and urban life, which significantly shaped 20th-century social theory.
|
E170478
|
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: Georg Simmel | Statement: [Walter Benjamin, influencedBy, Georg Simmel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georg Simmel Context triple: [Walter Benjamin, influencedBy, Georg Simmel]
-
A.
Émile Durkheim
Émile Durkheim was a pioneering French sociologist whose work on social cohesion, religion, and collective consciousness helped establish sociology as a distinct academic discipline.
-
B.
Max Weber
Max Weber was a pioneering German sociologist, economist, and political theorist whose work on bureaucracy, authority, and the Protestant ethic profoundly shaped modern social science.
-
C.
Max Horkheimer
Max Horkheimer was a German philosopher and sociologist, a leading member of the Frankfurt School, known for developing critical theory and critiquing modern capitalist society and instrumental reason.
-
D.
Claude Lévi-Strauss
Claude Lévi-Strauss was a pioneering French anthropologist and ethnologist whose structuralist analyses of myth and culture profoundly shaped 20th-century social theory.
-
E.
Robert Nisbet
Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
- 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: Georg Simmel Triple: [Walter Benjamin, influencedBy, Georg Simmel]
Generated description
Georg Simmel was a pioneering German sociologist and philosopher known for his analyses of social forms, modernity, and urban life, which significantly shaped 20th-century social theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georg Simmel Target entity description: Georg Simmel was a pioneering German sociologist and philosopher known for his analyses of social forms, modernity, and urban life, which significantly shaped 20th-century social theory.
-
A.
Émile Durkheim
Émile Durkheim was a pioneering French sociologist whose work on social cohesion, religion, and collective consciousness helped establish sociology as a distinct academic discipline.
-
B.
Max Weber
Max Weber was a pioneering German sociologist, economist, and political theorist whose work on bureaucracy, authority, and the Protestant ethic profoundly shaped modern social science.
-
C.
Max Horkheimer
Max Horkheimer was a German philosopher and sociologist, a leading member of the Frankfurt School, known for developing critical theory and critiquing modern capitalist society and instrumental reason.
-
D.
Claude Lévi-Strauss
Claude Lévi-Strauss was a pioneering French anthropologist and ethnologist whose structuralist analyses of myth and culture profoundly shaped 20th-century social theory.
-
E.
Robert Nisbet
Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
- 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_69a498dba1d8819093b46a3a8d2485f1 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6c78c9481909b210b845aa6e9df |
completed | March 1, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1cadb50481908788b5710f6012db |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1deb982481908f542c233c9352ab |
completed | March 8, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1e79aecc8190a4c7d0f30fdc7e63 |
completed | March 8, 2026, 7 a.m. |
Created at: March 1, 2026, 8:12 p.m.