Triple
T12374444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Happy Endings |
E295085
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
David Caspe
David Caspe is an American television writer and producer best known for creating the cult-favorite sitcom "Happy Endings" and co-creating several other comedy series.
|
E979357
|
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: David Caspe | Statement: [Happy Endings, creator, David Caspe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Caspe Context triple: [Happy Endings, creator, David Caspe]
-
A.
Dan Riccio
Dan Riccio is a senior Apple executive and longtime hardware engineering leader known for overseeing the development of many of the company’s major products.
-
B.
Josh Gracin
Josh Gracin is an American country music singer and former U.S. Marine who gained national recognition as a standout contestant on the second season of American Idol.
-
C.
Joe Mantello
Joe Mantello is an acclaimed American actor and director, particularly renowned for his work on Broadway in both plays and musicals.
-
D.
Dean Fuller
Dean Fuller is a writer best known as one of the co-authors of the book for the musical comedy "Once Upon a Mattress."
-
E.
Michael Feinstein
Michael Feinstein is an American singer, pianist, and music archivist best known for his interpretations and preservation of the Great American Songbook.
- 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: David Caspe Triple: [Happy Endings, creator, David Caspe]
Generated description
David Caspe is an American television writer and producer best known for creating the cult-favorite sitcom "Happy Endings" and co-creating several other comedy series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Caspe Target entity description: David Caspe is an American television writer and producer best known for creating the cult-favorite sitcom "Happy Endings" and co-creating several other comedy series.
-
A.
Dan Riccio
Dan Riccio is a senior Apple executive and longtime hardware engineering leader known for overseeing the development of many of the company’s major products.
-
B.
Josh Gracin
Josh Gracin is an American country music singer and former U.S. Marine who gained national recognition as a standout contestant on the second season of American Idol.
-
C.
Joe Mantello
Joe Mantello is an acclaimed American actor and director, particularly renowned for his work on Broadway in both plays and musicals.
-
D.
Dean Fuller
Dean Fuller is a writer best known as one of the co-authors of the book for the musical comedy "Once Upon a Mattress."
-
E.
Michael Feinstein
Michael Feinstein is an American singer, pianist, and music archivist best known for his interpretations and preservation of the Great American Songbook.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa8ca7c8190b3f8e9c2ec23e837 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac1e82c8190abb46ca5799e6680 |
completed | May 2, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69f62ef1cc4481909bc9fc768a9ef1f2 |
completed | May 2, 2026, 5:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62f808b1481908f529decdbfc5be6 |
completed | May 2, 2026, 5:08 p.m. |
Created at: April 8, 2026, 9:54 p.m.