Triple
T10101921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schultz |
E216222
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Kevin M. Schultz
Kevin M. Schultz is an American historian and author known for his work on modern American history, religion, and pluralism, and for writing widely used college history textbooks.
|
E844231
|
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: Kevin M. Schultz | Statement: [Schultz, hasNotableBearer, Kevin M. Schultz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kevin M. Schultz Context triple: [Schultz, hasNotableBearer, Kevin M. Schultz]
-
A.
Michael Schultz
Michael Schultz is an American film and television director best known for his influential work on 1970s comedies and dramas, including the cult classic "Car Wash."
-
B.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
-
C.
Al Schultz
Al Schultz is a notable individual who shares the surname Schultz and has achieved enough recognition to be specifically distinguished by name.
-
D.
Craig H. Martell
Craig H. Martell is a computer scientist and author known for his contributions to computing education and principles of computer science.
-
E.
Michael N. Knue
Michael N. Knue is a film editor best known for his work on major Hollywood productions, including serving as the editor of the boxing drama sequel "Rocky V."
- 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: Kevin M. Schultz Triple: [Schultz, hasNotableBearer, Kevin M. Schultz]
Generated description
Kevin M. Schultz is an American historian and author known for his work on modern American history, religion, and pluralism, and for writing widely used college history textbooks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kevin M. Schultz Target entity description: Kevin M. Schultz is an American historian and author known for his work on modern American history, religion, and pluralism, and for writing widely used college history textbooks.
-
A.
Michael Schultz
Michael Schultz is an American film and television director best known for his influential work on 1970s comedies and dramas, including the cult classic "Car Wash."
-
B.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
-
C.
Al Schultz
Al Schultz is a notable individual who shares the surname Schultz and has achieved enough recognition to be specifically distinguished by name.
-
D.
Craig H. Martell
Craig H. Martell is a computer scientist and author known for his contributions to computing education and principles of computer science.
-
E.
Michael N. Knue
Michael N. Knue is a film editor best known for his work on major Hollywood productions, including serving as the editor of the boxing drama sequel "Rocky V."
- 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_69d2e591be44819094623fd11f6fccdb |
completed | April 5, 2026, 10:43 p.m. |
| NEDg | Description generation | batch_69d2e7d9932c8190b1947df14f373f9c |
completed | April 5, 2026, 10:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e8c425b88190b20f1706fe3343f4 |
completed | April 5, 2026, 10:57 p.m. |
Created at: March 30, 2026, 9:02 p.m.