Triple
T10101925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schultz |
E216222
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Stanley W. Schultz
Stanley W. Schultz was an American physiologist and educator known for his influential research on epithelial ion transport and his widely used textbooks in medical physiology.
|
E1000293
|
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: Stanley W. Schultz | Statement: [Schultz, hasNotableBearer, Stanley W. Schultz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanley W. Schultz Context triple: [Schultz, hasNotableBearer, Stanley W. Schultz]
-
A.
John W. Schultz
John W. Schultz is an individual notable enough to be specifically cited as a bearer of the surname Schultz, though detailed public information about his life or achievements is limited.
-
B.
William R. Schowalter
William R. Schowalter is an American chemical engineer and fluid dynamicist renowned for his pioneering contributions to non-Newtonian fluid mechanics and transport phenomena.
-
C.
Allen G. Siegler
Allen G. Siegler was an American cinematographer active during the early to mid-20th century, known for his work on numerous Hollywood films.
-
D.
Clarence R. Huebner
Clarence R. Huebner was a highly regarded U.S. Army general who led American forces in key European campaigns during World War II, including the Normandy invasion.
-
E.
Arthur P. Schmidt
Arthur P. Schmidt was an American film editor best known for his work on classic Hollywood films, including collaborations with director Billy Wilder.
- 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: Stanley W. Schultz Triple: [Schultz, hasNotableBearer, Stanley W. Schultz]
Generated description
Stanley W. Schultz was an American physiologist and educator known for his influential research on epithelial ion transport and his widely used textbooks in medical physiology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanley W. Schultz Target entity description: Stanley W. Schultz was an American physiologist and educator known for his influential research on epithelial ion transport and his widely used textbooks in medical physiology.
-
A.
John W. Schultz
John W. Schultz is an individual notable enough to be specifically cited as a bearer of the surname Schultz, though detailed public information about his life or achievements is limited.
-
B.
William R. Schowalter
William R. Schowalter is an American chemical engineer and fluid dynamicist renowned for his pioneering contributions to non-Newtonian fluid mechanics and transport phenomena.
-
C.
Allen G. Siegler
Allen G. Siegler was an American cinematographer active during the early to mid-20th century, known for his work on numerous Hollywood films.
-
D.
Clarence R. Huebner
Clarence R. Huebner was a highly regarded U.S. Army general who led American forces in key European campaigns during World War II, including the Normandy invasion.
-
E.
Arthur P. Schmidt
Arthur P. Schmidt was an American film editor best known for his work on classic Hollywood films, including collaborations with director Billy Wilder.
- 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd099c21c819097aac4f0f168a2da |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c5a9dc881909b695f7e87dfcdf6 |
completed | May 2, 2026, 10:36 p.m. |
| NEDg | Description generation | batch_69f67db4dd2081909a238e368645e899 |
completed | May 2, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67ececce8819080335e67bd747057 |
completed | May 2, 2026, 10:46 p.m. |
Created at: March 30, 2026, 9:02 p.m.