Triple
T4659055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franz Ernst Neumann |
E102481
|
entity |
| Predicate | hasRelative |
P367
|
FINISHED |
| Object |
Carl Neumann
Carl Neumann was a German mathematician known for his contributions to potential theory, boundary value problems, and the development of the Neumann series and Neumann boundary conditions.
|
E464010
|
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: Carl Neumann | Statement: [Franz Ernst Neumann, hasRelative, Carl Neumann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carl Neumann Context triple: [Franz Ernst Neumann, hasRelative, Carl Neumann]
-
A.
Dietrich Stobbe
Dietrich Stobbe was a German Social Democratic politician who served as the Governing Mayor of West Berlin during the late 1970s and early 1980s.
-
B.
Sepp Allgeier
Sepp Allgeier was a German cinematographer best known for his work on influential and controversial propaganda and documentary films in the early 20th century.
-
C.
Paul Schmidt
Paul Schmidt is a relatively common personal name shared by multiple notable individuals across fields such as science, sports, and the arts.
-
D.
Jürgen Ovens
Jürgen Ovens was a 17th-century German-Danish Baroque painter known for his portraits and history paintings, active primarily in Schleswig and the Netherlands.
-
E.
Reinhard Brundig
Reinhard Brundig is a German film producer known for his work on independent and art-house films, including Jim Jarmusch’s "Only Lovers Left Alive."
- 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: Carl Neumann Triple: [Franz Ernst Neumann, hasRelative, Carl Neumann]
Generated description
Carl Neumann was a German mathematician known for his contributions to potential theory, boundary value problems, and the development of the Neumann series and Neumann boundary conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carl Neumann Target entity description: Carl Neumann was a German mathematician known for his contributions to potential theory, boundary value problems, and the development of the Neumann series and Neumann boundary conditions.
-
A.
Dietrich Stobbe
Dietrich Stobbe was a German Social Democratic politician who served as the Governing Mayor of West Berlin during the late 1970s and early 1980s.
-
B.
Sepp Allgeier
Sepp Allgeier was a German cinematographer best known for his work on influential and controversial propaganda and documentary films in the early 20th century.
-
C.
Paul Schmidt
Paul Schmidt is a relatively common personal name shared by multiple notable individuals across fields such as science, sports, and the arts.
-
D.
Jürgen Ovens
Jürgen Ovens was a 17th-century German-Danish Baroque painter known for his portraits and history paintings, active primarily in Schleswig and the Netherlands.
-
E.
Reinhard Brundig
Reinhard Brundig is a German film producer known for his work on independent and art-house films, including Jim Jarmusch’s "Only Lovers Left Alive."
- 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63271a548190bd9662b69a45d9a5 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be1040dbdc8190b9ab7b0b58bca308 |
completed | March 21, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69be110cef808190b74e64eb0e28d53e |
completed | March 21, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be11691c448190ab09b3d055c1a1a8 |
completed | March 21, 2026, 3:32 a.m. |
Created at: March 20, 2026, 1:15 p.m.