Triple
T4128893
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bühler |
E84991
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Heinz Bühler
Heinz Bühler is a notable individual who shares the German surname Bühler, recognized as a distinguished bearer of that name.
|
E812506
|
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: Heinz Bühler | Statement: [Bühler, hasNotableBearer, Heinz Bühler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heinz Bühler Context triple: [Bühler, hasNotableBearer, Heinz Bühler]
-
A.
Wolfgang Bühler
Wolfgang Bühler is a notable individual who shares the German surname Bühler, recognized as one of its distinguished bearers.
-
B.
Heinz Brückner
Heinz Brückner was a Nazi official who was prosecuted as a defendant in the post-World War II RuSHA Trial for his involvement in racial and settlement policies of the SS.
-
C.
Heinz Emigholz
Heinz Emigholz is a German filmmaker and artist best known for his experimental films and architectural documentaries.
-
D.
Heinz Ziegler
Heinz Ziegler was a German Wehrmacht general during World War II who held several high-level command positions, including leadership roles associated with the 21st Panzer Division.
-
E.
Heinz Schaller
Heinz Schaller was a German molecular biologist and entrepreneur best known for co-founding the biotechnology company Biogen.
- 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: Heinz Bühler Triple: [Bühler, hasNotableBearer, Heinz Bühler]
Generated description
Heinz Bühler is a notable individual who shares the German surname Bühler, recognized as a distinguished bearer of that name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heinz Bühler Target entity description: Heinz Bühler is a notable individual who shares the German surname Bühler, recognized as a distinguished bearer of that name.
-
A.
Wolfgang Bühler
Wolfgang Bühler is a notable individual who shares the German surname Bühler, recognized as one of its distinguished bearers.
-
B.
Heinz Brückner
Heinz Brückner was a Nazi official who was prosecuted as a defendant in the post-World War II RuSHA Trial for his involvement in racial and settlement policies of the SS.
-
C.
Heinz Emigholz
Heinz Emigholz is a German filmmaker and artist best known for his experimental films and architectural documentaries.
-
D.
Heinz Ziegler
Heinz Ziegler was a German Wehrmacht general during World War II who held several high-level command positions, including leadership roles associated with the 21st Panzer Division.
-
E.
Heinz Schaller
Heinz Schaller was a German molecular biologist and entrepreneur best known for co-founding the biotechnology company Biogen.
- 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_69aed935ccd881909dc61f81bcdb7a78 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af021c5ca48190a829bab07dda55d0 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d181f4123c8190a15ee03b3156c6fd |
completed | April 4, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d182ef83e881908a579b6a696ebdc3 |
completed | April 4, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1836f1be48190a172834ce9eaafe3 |
completed | April 4, 2026, 9:32 p.m. |
Created at: March 9, 2026, 3:42 p.m.