Triple
T17835745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugo Schmeisser |
E445378
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Theodor Bergmann Waffenbau
Theodor Bergmann Waffenbau was a German arms manufacturer known for developing early semi-automatic pistols and submachine guns in the late 19th and early 20th centuries.
|
E1291355
|
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: Theodor Bergmann Waffenbau | Statement: [Hugo Schmeisser, employer, Theodor Bergmann Waffenbau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Theodor Bergmann Waffenbau Context triple: [Hugo Schmeisser, employer, Theodor Bergmann Waffenbau]
-
A.
Carl Gottlieb Haenel
Carl Gottlieb Haenel was a German gunsmith and industrialist best known as the founder of the firearms manufacturer C.G. Haenel.
-
B.
Wilhelm Mauser
Wilhelm Mauser was a 19th-century German firearms designer and industrialist who co-founded the Mauser company alongside his more famous brother Paul Mauser.
-
C.
Paul Mauser
Paul Mauser was a German weapons designer and industrialist best known for co-founding the Mauser company and developing influential bolt-action rifles used worldwide.
-
D.
Erich Bachem
Erich Bachem was a German aeronautical engineer best known for designing innovative and experimental aircraft during World War II and later contributing to postwar aerospace and industrial design.
-
E.
Gunther Wüsthoff
Gunther Wüsthoff is a German musician best known as a member of the influential experimental rock band Faust, pioneers of the 1970s krautrock movement.
- 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: Theodor Bergmann Waffenbau Triple: [Hugo Schmeisser, employer, Theodor Bergmann Waffenbau]
Generated description
Theodor Bergmann Waffenbau was a German arms manufacturer known for developing early semi-automatic pistols and submachine guns in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Theodor Bergmann Waffenbau Target entity description: Theodor Bergmann Waffenbau was a German arms manufacturer known for developing early semi-automatic pistols and submachine guns in the late 19th and early 20th centuries.
-
A.
Carl Gottlieb Haenel
Carl Gottlieb Haenel was a German gunsmith and industrialist best known as the founder of the firearms manufacturer C.G. Haenel.
-
B.
Wilhelm Mauser
Wilhelm Mauser was a 19th-century German firearms designer and industrialist who co-founded the Mauser company alongside his more famous brother Paul Mauser.
-
C.
Paul Mauser
Paul Mauser was a German weapons designer and industrialist best known for co-founding the Mauser company and developing influential bolt-action rifles used worldwide.
-
D.
Erich Bachem
Erich Bachem was a German aeronautical engineer best known for designing innovative and experimental aircraft during World War II and later contributing to postwar aerospace and industrial design.
-
E.
Gunther Wüsthoff
Gunther Wüsthoff is a German musician best known as a member of the influential experimental rock band Faust, pioneers of the 1970s krautrock movement.
- 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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d27f8908190bf48a8153756effa |
completed | April 19, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0306fa32e481908ef71c18b6f37d59 |
completed | May 12, 2026, 10:54 a.m. |
| NEDg | Description generation | batch_6a030804acf081908b4f00aa4e45e842 |
completed | May 12, 2026, 10:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0308a29f1081909a44c221aefb723c |
completed | May 12, 2026, 11:01 a.m. |
Created at: April 10, 2026, 10:16 a.m.