Triple
T6840734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ulrich |
E157565
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ulrich Beck
Ulrich Beck was a German sociologist best known for his influential theory of the "risk society," analyzing how modernity produces and manages global risks.
|
E623805
|
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: Ulrich Beck | Statement: [Ulrich, hasNotableBearer, Ulrich Beck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulrich Beck Context triple: [Ulrich, hasNotableBearer, Ulrich Beck]
-
A.
Wolfgang Streeck
Wolfgang Streeck is a German economic sociologist known for his influential work on capitalism, labor relations, and institutional change in advanced democracies.
-
B.
Axel Honneth
Axel Honneth is a German social philosopher and critical theorist known for his influential work on recognition, social justice, and the continuation of the Frankfurt School tradition.
-
C.
Rainer Forst
Rainer Forst is a German political philosopher known for his work on theories of justice, tolerance, and critical theory, particularly within the Frankfurt School tradition.
-
D.
Jon Elster
Jon Elster is a Norwegian social and political theorist known for applying rational choice and analytical philosophy methods to the study of Marxism, institutions, and collective behavior.
-
E.
Saskia Sassen
Saskia Sassen is a prominent sociologist best known for her work on globalization, migration, and the concept of the global city.
- 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: Ulrich Beck Triple: [Ulrich, hasNotableBearer, Ulrich Beck]
Generated description
Ulrich Beck was a German sociologist best known for his influential theory of the "risk society," analyzing how modernity produces and manages global risks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulrich Beck Target entity description: Ulrich Beck was a German sociologist best known for his influential theory of the "risk society," analyzing how modernity produces and manages global risks.
-
A.
Wolfgang Streeck
Wolfgang Streeck is a German economic sociologist known for his influential work on capitalism, labor relations, and institutional change in advanced democracies.
-
B.
Axel Honneth
Axel Honneth is a German social philosopher and critical theorist known for his influential work on recognition, social justice, and the continuation of the Frankfurt School tradition.
-
C.
Rainer Forst
Rainer Forst is a German political philosopher known for his work on theories of justice, tolerance, and critical theory, particularly within the Frankfurt School tradition.
-
D.
Jon Elster
Jon Elster is a Norwegian social and political theorist known for applying rational choice and analytical philosophy methods to the study of Marxism, institutions, and collective behavior.
-
E.
Saskia Sassen
Saskia Sassen is a prominent sociologist best known for her work on globalization, migration, and the concept of the global city.
- 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_69c6882c53608190b99aebef079b23bd |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d6b4a1f88190b4f532828697fbd8 |
completed | March 27, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fb4f80081908198c8270633d34a |
completed | March 28, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c730cdb3c88190802ddda15d8aa52f |
completed | March 28, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c734876ca0819087842bec6e01c02e |
completed | March 28, 2026, 1:53 a.m. |
Created at: March 27, 2026, 2:19 p.m.