Triple
T17319739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andreas Bühler |
E420524
|
entity |
| Predicate | sharesSurnameWith |
P13741
|
FINISHED |
| Object |
Bühler family
The Bühler family is a lineage or household associated with individuals bearing the Bühler surname, such as Andreas Bühler.
|
E1261496
|
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: Bühler family | Statement: [Andreas Bühler, sharesSurnameWith, Bühler family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bühler family Context triple: [Andreas Bühler, sharesSurnameWith, Bühler family]
-
A.
Schueller family
The Schueller family is a prominent French dynasty best known for founding and controlling the L'Oréal cosmetics empire and for its major philanthropic influence.
-
B.
Helmerich family
The Helmerich family is a prominent philanthropic family known for its significant support of literature, education, and the arts, including endowing major literary honors.
-
C.
Biedenharn family
The Biedenharn family is an American family best known for its role in the early bottling and distribution of Coca-Cola and for its philanthropic contributions, including the establishment of the Biedenharn Museum and Gardens.
-
D.
Scheufele family
The Scheufele family is a prominent Swiss-German family best known for owning and leading the luxury watch and jewelry brand Chopard.
-
E.
Bohlen und Halbach family
The Bohlen und Halbach family is a German noble lineage historically associated with industrialist Gustav Krupp von Bohlen und Halbach and the Krupp steel empire.
- 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: Bühler family Triple: [Andreas Bühler, sharesSurnameWith, Bühler family]
Generated description
The Bühler family is a lineage or household associated with individuals bearing the Bühler surname, such as Andreas Bühler.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bühler family Target entity description: The Bühler family is a lineage or household associated with individuals bearing the Bühler surname, such as Andreas Bühler.
-
A.
Schueller family
The Schueller family is a prominent French dynasty best known for founding and controlling the L'Oréal cosmetics empire and for its major philanthropic influence.
-
B.
Helmerich family
The Helmerich family is a prominent philanthropic family known for its significant support of literature, education, and the arts, including endowing major literary honors.
-
C.
Biedenharn family
The Biedenharn family is an American family best known for its role in the early bottling and distribution of Coca-Cola and for its philanthropic contributions, including the establishment of the Biedenharn Museum and Gardens.
-
D.
Scheufele family
The Scheufele family is a prominent Swiss-German family best known for owning and leading the luxury watch and jewelry brand Chopard.
-
E.
Bohlen und Halbach family
The Bohlen und Halbach family is a German noble lineage historically associated with industrialist Gustav Krupp von Bohlen und Halbach and the Krupp steel empire.
- 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_69d889d22b848190a4663d0b8f8f76e7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e439a066b481908e8aee1885809eba |
completed | April 19, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180e9f4108190861074b88cb2bb8a |
completed | May 11, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_6a01818387b88190b69c3f06fefe9376 |
completed | May 11, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01820eaab481909bd8546f250c228a |
completed | May 11, 2026, 7:15 a.m. |
Created at: April 10, 2026, 5:43 a.m.