Triple
T16415752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Schrader |
E398678
|
entity |
| Predicate | hasCollaborationWith |
P398
|
FINISHED |
| Object |
Klaus Osterwalder
Klaus Osterwalder is a professional associate and collaborator of Robert Schrader, known for working together on shared projects or research.
|
E1211376
|
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: Klaus Osterwalder | Statement: [Robert Schrader, hasCollaborationWith, Klaus Osterwalder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klaus Osterwalder Context triple: [Robert Schrader, hasCollaborationWith, Klaus Osterwalder]
-
A.
Konrad Osterwalder
Konrad Osterwalder is a Swiss theoretical physicist and mathematician known for his foundational work in quantum field theory and contributions to the mathematical structure of physics.
-
B.
Dietmar Schwab
Dietmar Schwab is a relatively obscure individual sharing the common German surname Schwab, with no widely documented public achievements or roles.
-
C.
Hasso Plattner
Hasso Plattner is a German billionaire entrepreneur and philanthropist best known as a co-founder of the enterprise software giant SAP and a prominent patron of science and the arts.
-
D.
Hansjörg Wyss
Hansjörg Wyss is a Swiss billionaire businessman and philanthropist best known for founding the medical device company Synthes and for his extensive donations to environmental conservation and scientific research.
-
E.
Klaus Schwab
Klaus Schwab is a German engineer and economist best known as the founder and executive chairman of the World Economic Forum, a prominent international organization for public–private cooperation.
- 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: Klaus Osterwalder Triple: [Robert Schrader, hasCollaborationWith, Klaus Osterwalder]
Generated description
Klaus Osterwalder is a professional associate and collaborator of Robert Schrader, known for working together on shared projects or research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klaus Osterwalder Target entity description: Klaus Osterwalder is a professional associate and collaborator of Robert Schrader, known for working together on shared projects or research.
-
A.
Konrad Osterwalder
Konrad Osterwalder is a Swiss theoretical physicist and mathematician known for his foundational work in quantum field theory and contributions to the mathematical structure of physics.
-
B.
Dietmar Schwab
Dietmar Schwab is a relatively obscure individual sharing the common German surname Schwab, with no widely documented public achievements or roles.
-
C.
Hasso Plattner
Hasso Plattner is a German billionaire entrepreneur and philanthropist best known as a co-founder of the enterprise software giant SAP and a prominent patron of science and the arts.
-
D.
Hansjörg Wyss
Hansjörg Wyss is a Swiss billionaire businessman and philanthropist best known for founding the medical device company Synthes and for his extensive donations to environmental conservation and scientific research.
-
E.
Klaus Schwab
Klaus Schwab is a German engineer and economist best known as the founder and executive chairman of the World Economic Forum, a prominent international organization for public–private cooperation.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e3287741008190856882b7f34024fc |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c6a89988190a44515f1ca08099f |
completed | May 10, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a003db7b0308190bc4b8065cf2c01ec |
completed | May 10, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003e86a9f48190ae39ec170c776604 |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.