Triple
T15817664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quint Studer |
E383520
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Studer Group
Studer Group is a healthcare consulting firm known for helping hospitals and health systems improve patient outcomes, employee engagement, and organizational performance through evidence-based leadership and operational practices.
|
E1178894
|
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: Studer Group | Statement: [Quint Studer, founded, Studer Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Studer Group Context triple: [Quint Studer, founded, Studer Group]
-
A.
E.S. Mittler & Sohn
E.S. Mittler & Sohn is a historic German publishing house known for its military and technical literature.
-
B.
Schott AG
Schott AG is a German multinational glass and materials technology company known for its specialty glass, ceramics, and innovative solutions for industries such as optics, electronics, and pharmaceuticals.
-
C.
Dürr AG
Dürr AG is a German engineering company known globally for its production and automation technologies, particularly in painting, finishing, and environmental systems for the automotive and manufacturing industries.
-
D.
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.
-
E.
Carl Zeiss Foundation
The Carl Zeiss Foundation is a German scientific and charitable foundation that oversees and funds the ZEISS and SCHOTT companies while supporting research and education in science and engineering.
- 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: Studer Group Triple: [Quint Studer, founded, Studer Group]
Generated description
Studer Group is a healthcare consulting firm known for helping hospitals and health systems improve patient outcomes, employee engagement, and organizational performance through evidence-based leadership and operational practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Studer Group Target entity description: Studer Group is a healthcare consulting firm known for helping hospitals and health systems improve patient outcomes, employee engagement, and organizational performance through evidence-based leadership and operational practices.
-
A.
E.S. Mittler & Sohn
E.S. Mittler & Sohn is a historic German publishing house known for its military and technical literature.
-
B.
Schott AG
Schott AG is a German multinational glass and materials technology company known for its specialty glass, ceramics, and innovative solutions for industries such as optics, electronics, and pharmaceuticals.
-
C.
Dürr AG
Dürr AG is a German engineering company known globally for its production and automation technologies, particularly in painting, finishing, and environmental systems for the automotive and manufacturing industries.
-
D.
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.
-
E.
Carl Zeiss Foundation
The Carl Zeiss Foundation is a German scientific and charitable foundation that oversees and funds the ZEISS and SCHOTT companies while supporting research and education in science and engineering.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a4332c8190bc525e06d6f3a6b4 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff9997e0048190b0c00a5a0ff561c9 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9b2fe84c819086dd47c82bf3bd57 |
completed | May 9, 2026, 8:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9b94e56c8190b5860bf3c6bf6f5f |
completed | May 9, 2026, 8:39 p.m. |
Created at: April 10, 2026, 4:49 a.m.