Triple
T10152168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graham C. Goodwin |
E232670
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Stefan F. Graebe
Stefan F. Graebe is a control systems researcher and engineer known for his co-authored work with Graham C. Goodwin in the field of control theory and its applications.
|
E843473
|
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: Stefan F. Graebe | Statement: [Graham C. Goodwin, coAuthor, Stefan F. Graebe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stefan F. Graebe Context triple: [Graham C. Goodwin, coAuthor, Stefan F. Graebe]
-
A.
Rainer G. Rümmler
Rainer G. Rümmler was a German architect best known for designing numerous distinctive Berlin U-Bahn stations in the latter half of the 20th century.
-
B.
Bernd J. Noack
Bernd J. Noack is a fluid dynamicist known for his work on reduced-order modeling, flow control, and turbulence, often in collaboration with leading researchers such as John L. Lumley.
-
C.
Dieter W. Heermann
Dieter W. Heermann is a physicist known for his work in computational physics and biophysics, particularly in the modeling of complex systems such as polymers and chromatin.
-
D.
Hans-Peter Kriegel
Hans-Peter Kriegel is a German computer scientist renowned for his influential contributions to data mining and database systems, particularly in clustering and similarity search.
-
E.
Christian Gudegast
Christian Gudegast is an American filmmaker and screenwriter known for writing action and crime thrillers and for making his feature directorial debut with the heist film "Den of Thieves."
- 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: Stefan F. Graebe Triple: [Graham C. Goodwin, coAuthor, Stefan F. Graebe]
Generated description
Stefan F. Graebe is a control systems researcher and engineer known for his co-authored work with Graham C. Goodwin in the field of control theory and its applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stefan F. Graebe Target entity description: Stefan F. Graebe is a control systems researcher and engineer known for his co-authored work with Graham C. Goodwin in the field of control theory and its applications.
-
A.
Rainer G. Rümmler
Rainer G. Rümmler was a German architect best known for designing numerous distinctive Berlin U-Bahn stations in the latter half of the 20th century.
-
B.
Bernd J. Noack
Bernd J. Noack is a fluid dynamicist known for his work on reduced-order modeling, flow control, and turbulence, often in collaboration with leading researchers such as John L. Lumley.
-
C.
Dieter W. Heermann
Dieter W. Heermann is a physicist known for his work in computational physics and biophysics, particularly in the modeling of complex systems such as polymers and chromatin.
-
D.
Hans-Peter Kriegel
Hans-Peter Kriegel is a German computer scientist renowned for his influential contributions to data mining and database systems, particularly in clustering and similarity search.
-
E.
Christian Gudegast
Christian Gudegast is an American filmmaker and screenwriter known for writing action and crime thrillers and for making his feature directorial debut with the heist film "Den of Thieves."
- 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_69ca84885e48819088a31b127cf44904 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec361c7c8190b8fd841d728d5bbe |
completed | April 2, 2026, 4:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e64b5a40819093f29ec34cb0a763 |
completed | April 5, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69d2e7408e58819083c43e334a87a09f |
completed | April 5, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e7b854d08190ac2af642970b7f09 |
completed | April 5, 2026, 10:52 p.m. |
Created at: March 30, 2026, 9:08 p.m.