Triple
T9315829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Werner Stengel |
E224115
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Stengel GmbH
Stengel GmbH is a German engineering company founded by renowned roller coaster designer Werner Stengel, specializing in the design and development of amusement rides and roller coasters.
|
E791096
|
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: Stengel GmbH | Statement: [Werner Stengel, employer, Stengel GmbH]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stengel GmbH Context triple: [Werner Stengel, employer, Stengel GmbH]
-
A.
Buna-Werke
Buna-Werke was a synthetic rubber and fuel plant operated by IG Farben near Auschwitz, notorious for its use of forced labor from the adjacent Monowitz concentration camp during World War II.
-
B.
C. Lorenz AG
C. Lorenz AG was a German electronics and communications company known for pioneering radio, radar, and navigation systems, including the influential Lorenz beam landing aid.
-
C.
E.S. Mittler & Sohn
E.S. Mittler & Sohn is a historic German publishing house known for its military and technical literature.
-
D.
Bayer Sager
Bayer Sager is the surname of Carole Bayer Sager, an American songwriter known for numerous pop hits and award-winning collaborations.
-
E.
Hellmuth Walter Kommanditgesellschaft
Hellmuth Walter Kommanditgesellschaft was a German engineering firm best known for developing advanced rocket and gas-turbine propulsion systems for military aircraft and submarines during World War II.
- 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: Stengel GmbH Triple: [Werner Stengel, employer, Stengel GmbH]
Generated description
Stengel GmbH is a German engineering company founded by renowned roller coaster designer Werner Stengel, specializing in the design and development of amusement rides and roller coasters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stengel GmbH Target entity description: Stengel GmbH is a German engineering company founded by renowned roller coaster designer Werner Stengel, specializing in the design and development of amusement rides and roller coasters.
-
A.
Buna-Werke
Buna-Werke was a synthetic rubber and fuel plant operated by IG Farben near Auschwitz, notorious for its use of forced labor from the adjacent Monowitz concentration camp during World War II.
-
B.
C. Lorenz AG
C. Lorenz AG was a German electronics and communications company known for pioneering radio, radar, and navigation systems, including the influential Lorenz beam landing aid.
-
C.
E.S. Mittler & Sohn
E.S. Mittler & Sohn is a historic German publishing house known for its military and technical literature.
-
D.
Bayer Sager
Bayer Sager is the surname of Carole Bayer Sager, an American songwriter known for numerous pop hits and award-winning collaborations.
-
E.
Hellmuth Walter Kommanditgesellschaft
Hellmuth Walter Kommanditgesellschaft was a German engineering firm best known for developing advanced rocket and gas-turbine propulsion systems for military aircraft and submarines during World War II.
- 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_69ca8425f4fc81909c1c586e9a5b7530 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd358846e48190a8aacfab19d88ae7 |
completed | April 1, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0c7acba54819086da668f234321de |
completed | April 4, 2026, 8:11 a.m. |
| NEDg | Description generation | batch_69d0c8d9caf88190b595fe2fdf925394 |
completed | April 4, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0caeb3bf8819082afe90dec3364ec |
completed | April 4, 2026, 8:25 a.m. |
Created at: March 30, 2026, 7:37 p.m.