Triple
T7497622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ned and Stacey |
E177173
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Michael J. Weithorn
Michael J. Weithorn is an American television writer and producer best known for creating and working on several sitcoms, including "Ned and Stacey" and "The King of Queens."
|
E691895
|
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: Michael J. Weithorn | Statement: [Ned and Stacey, creator, Michael J. Weithorn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael J. Weithorn Context triple: [Ned and Stacey, creator, Michael J. Weithorn]
-
A.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
B.
Brian L. Hinman
Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
-
C.
Michael G. Moye
Michael G. Moye is an American television writer and producer best known for co-creating the groundbreaking Fox sitcom "Married... with Children."
-
D.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
-
E.
Jeffrey M. Werner
Jeffrey M. Werner is a film editor best known for his work on acclaimed independent and studio features, including the comedy-drama "The Kids Are All Right."
- 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: Michael J. Weithorn Triple: [Ned and Stacey, creator, Michael J. Weithorn]
Generated description
Michael J. Weithorn is an American television writer and producer best known for creating and working on several sitcoms, including "Ned and Stacey" and "The King of Queens."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael J. Weithorn Target entity description: Michael J. Weithorn is an American television writer and producer best known for creating and working on several sitcoms, including "Ned and Stacey" and "The King of Queens."
-
A.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
B.
Brian L. Hinman
Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
-
C.
Michael G. Moye
Michael G. Moye is an American television writer and producer best known for co-creating the groundbreaking Fox sitcom "Married... with Children."
-
D.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
-
E.
Jeffrey M. Werner
Jeffrey M. Werner is a film editor best known for his work on acclaimed independent and studio features, including the comedy-drama "The Kids Are All Right."
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5963d98819098275b161848d2d4 |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9c2dc39fc8190ae244a4077808e17 |
completed | March 30, 2026, 12:25 a.m. |
| NEDg | Description generation | batch_69c9c3f7f6708190af39939f4cf9f5cf |
completed | March 30, 2026, 12:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9c47fe5008190861a568494fde87f |
completed | March 30, 2026, 12:32 a.m. |
Created at: March 27, 2026, 3:44 p.m.