Triple
T17595762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lady Dynamite |
E428565
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Joel Bamford
Joel Bamford is a character in the comedy series "Lady Dynamite," serving as Maria Bamford’s supportive yet often bewildered romantic partner.
|
E1278146
|
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: Joel Bamford | Statement: [Lady Dynamite, hasCharacter, Joel Bamford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joel Bamford Context triple: [Lady Dynamite, hasCharacter, Joel Bamford]
-
A.
Joel Kibble
Joel Kibble is an American gospel singer best known as a longtime member of the Grammy-winning a cappella group Take 6.
-
B.
Joel Cummins
Joel Cummins is an American keyboardist best known as a founding member of the progressive rock and jam band Umphrey's McGee.
-
C.
Joel Hammond
Joel Hammond is a suburban real estate agent and devoted husband who becomes entangled in darkly comedic chaos after his wife turns into a zombie in the horror-comedy series "Santa Clarita Diet."
-
D.
Joel Eaves
Joel Eaves was an American college basketball coach best known for leading Auburn University’s men’s basketball program to national prominence in the mid-20th century.
-
E.
Chad Bamford
Chad Bamford is a music producer best known for his work on Weezer’s album "Maladroit."
- 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: Joel Bamford Triple: [Lady Dynamite, hasCharacter, Joel Bamford]
Generated description
Joel Bamford is a character in the comedy series "Lady Dynamite," serving as Maria Bamford’s supportive yet often bewildered romantic partner.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joel Bamford Target entity description: Joel Bamford is a character in the comedy series "Lady Dynamite," serving as Maria Bamford’s supportive yet often bewildered romantic partner.
-
A.
Joel Kibble
Joel Kibble is an American gospel singer best known as a longtime member of the Grammy-winning a cappella group Take 6.
-
B.
Joel Cummins
Joel Cummins is an American keyboardist best known as a founding member of the progressive rock and jam band Umphrey's McGee.
-
C.
Joel Hammond
Joel Hammond is a suburban real estate agent and devoted husband who becomes entangled in darkly comedic chaos after his wife turns into a zombie in the horror-comedy series "Santa Clarita Diet."
-
D.
Joel Eaves
Joel Eaves was an American college basketball coach best known for leading Auburn University’s men’s basketball program to national prominence in the mid-20th century.
-
E.
Chad Bamford
Chad Bamford is a music producer best known for his work on Weezer’s album "Maladroit."
- 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469ead59c8190a06519311891af3c |
completed | April 19, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01e817f7248190b7166fbd28393b00 |
completed | May 11, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_6a01f002f630819088bc0b7506ceb4d7 |
completed | May 11, 2026, 3:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01f0ebf9e4819091d1b59964c6a275 |
completed | May 11, 2026, 3:08 p.m. |
Created at: April 10, 2026, 5:51 a.m.