Triple
T11053882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Meyer-Peter–Müller bed-load formula |
E261324
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Rudolf Müller
Rudolf Müller was a hydraulic engineer known for co-developing the influential Meyer-Peter–Müller bed-load transport formula used in sediment transport and river engineering.
|
E1146868
|
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: Rudolf Müller | Statement: [Meyer-Peter–Müller bed-load formula, developedBy, Rudolf Müller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rudolf Müller Context triple: [Meyer-Peter–Müller bed-load formula, developedBy, Rudolf Müller]
-
A.
Rudolf Schmundt
Rudolf Schmundt was a German general and Adolf Hitler’s Chief of the Army Personnel Office, best known for being severely wounded in the 20 July 1944 assassination attempt on Hitler and dying shortly thereafter.
-
B.
Franz Hartmann
Franz Hartmann was a 19th-century German physician, occultist, and author known for his influential writings on Theosophy, mysticism, and esoteric philosophy.
-
C.
Otto-Werner Mueller
Otto-Werner Mueller was a renowned German-born conductor and influential conducting pedagogue who taught at leading music institutions in North America.
-
D.
Wilhelm Schäfer
Wilhelm Schäfer is a prominent computer scientist known for his influential contributions to software engineering research.
-
E.
Ernst Raffelsberger
Ernst Raffelsberger is a choral conductor best known for serving as chorus master at the renowned Opernhaus Zürich.
- 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: Rudolf Müller Triple: [Meyer-Peter–Müller bed-load formula, developedBy, Rudolf Müller]
Generated description
Rudolf Müller was a hydraulic engineer known for co-developing the influential Meyer-Peter–Müller bed-load transport formula used in sediment transport and river engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rudolf Müller Target entity description: Rudolf Müller was a hydraulic engineer known for co-developing the influential Meyer-Peter–Müller bed-load transport formula used in sediment transport and river engineering.
-
A.
Rudolf Schmundt
Rudolf Schmundt was a German general and Adolf Hitler’s Chief of the Army Personnel Office, best known for being severely wounded in the 20 July 1944 assassination attempt on Hitler and dying shortly thereafter.
-
B.
Franz Hartmann
Franz Hartmann was a 19th-century German physician, occultist, and author known for his influential writings on Theosophy, mysticism, and esoteric philosophy.
-
C.
Otto-Werner Mueller
Otto-Werner Mueller was a renowned German-born conductor and influential conducting pedagogue who taught at leading music institutions in North America.
-
D.
Wilhelm Schäfer
Wilhelm Schäfer is a prominent computer scientist known for his influential contributions to software engineering research.
-
E.
Ernst Raffelsberger
Ernst Raffelsberger is a choral conductor best known for serving as chorus master at the renowned Opernhaus Zürich.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7986d49e0819096c9e96b2ea1b38b |
completed | April 9, 2026, 12:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5da6a2081909dcc9785598e1196 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6b1a29481908c5c945ef801468d |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee7b5e3f0819091246455e239996a |
completed | May 9, 2026, 7:52 a.m. |
Created at: April 8, 2026, 9:26 p.m.