Triple
T4688386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwab |
E103974
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Andreas Schwab
Andreas Schwab is a German politician and Member of the European Parliament for the Christian Democratic Union, known for his work on competition policy and digital market regulation.
|
E464546
|
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: Andreas Schwab | Statement: [Schwab, hasNotableBearer, Andreas Schwab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andreas Schwab Context triple: [Schwab, hasNotableBearer, Andreas Schwab]
-
A.
Christian Scholz
Christian Scholz is a German computer scientist and open-source developer known for his contributions to web technologies and social software.
-
B.
Oskar Schröder
Oskar Schröder was a German physician and Luftwaffe medical officer who was prosecuted as a defendant in the post–World War II Doctors' Trial for his role in Nazi human experimentation and war crimes.
-
C.
Peter Kohl
Peter Kohl is a German businessman and author best known as the son of former German Chancellor Helmut Kohl.
-
D.
Martin Schröder
Martin Schröder is a Dutch aviation entrepreneur best known as the founder of the charter airline Martinair.
-
E.
Gerhard Wagner
Gerhard Wagner is a scientist known as a prominent student and collaborator of Nobel Prize–winning chemist Kurt Wüthrich, contributing to the field of biomolecular NMR spectroscopy.
- 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: Andreas Schwab Triple: [Schwab, hasNotableBearer, Andreas Schwab]
Generated description
Andreas Schwab is a German politician and Member of the European Parliament for the Christian Democratic Union, known for his work on competition policy and digital market regulation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andreas Schwab Target entity description: Andreas Schwab is a German politician and Member of the European Parliament for the Christian Democratic Union, known for his work on competition policy and digital market regulation.
-
A.
Christian Scholz
Christian Scholz is a German computer scientist and open-source developer known for his contributions to web technologies and social software.
-
B.
Oskar Schröder
Oskar Schröder was a German physician and Luftwaffe medical officer who was prosecuted as a defendant in the post–World War II Doctors' Trial for his role in Nazi human experimentation and war crimes.
-
C.
Peter Kohl
Peter Kohl is a German businessman and author best known as the son of former German Chancellor Helmut Kohl.
-
D.
Martin Schröder
Martin Schröder is a Dutch aviation entrepreneur best known as the founder of the charter airline Martinair.
-
E.
Gerhard Wagner
Gerhard Wagner is a scientist known as a prominent student and collaborator of Nobel Prize–winning chemist Kurt Wüthrich, contributing to the field of biomolecular NMR spectroscopy.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6397f6888190a9024a51d4d34f2b |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be105a709c819083504fe1dc1612d8 |
completed | March 21, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69be1278af588190832bcb037d18aa8f |
completed | March 21, 2026, 3:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be12d51db08190aca8c36972ea6e4e |
completed | March 21, 2026, 3:39 a.m. |
Created at: March 20, 2026, 1:16 p.m.