Triple
T10926284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zoe Ever After |
E258076
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Deborah J. Cohn
Deborah J. Cohn is a television writer and producer best known for co-creating the BET sitcom "Zoe Ever After."
|
E923994
|
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: Deborah J. Cohn | Statement: [Zoe Ever After, creator, Deborah J. Cohn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah J. Cohn Context triple: [Zoe Ever After, creator, Deborah J. Cohn]
-
A.
Elizabeth J. Feinler
Elizabeth J. Feinler is an American information scientist best known for leading early internet directory and naming services, including managing the first WHOIS and domain name registries.
-
B.
Debra L. Sandler
Debra L. Sandler is a business executive known for her leadership roles in the consumer goods and food industries, including senior positions at major multinational companies.
-
C.
Debra Lerner Cohen
Debra Lerner Cohen is a member of the prominent Lerner family, known for its significant influence in American real estate and professional sports ownership.
-
D.
Deborah Korman
Deborah Korman is the wife of the late American comedic actor Harvey Korman, known for his work on The Carol Burnett Show and in Mel Brooks films.
-
E.
Judith F. Marks
Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
- 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: Deborah J. Cohn Triple: [Zoe Ever After, creator, Deborah J. Cohn]
Generated description
Deborah J. Cohn is a television writer and producer best known for co-creating the BET sitcom "Zoe Ever After."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah J. Cohn Target entity description: Deborah J. Cohn is a television writer and producer best known for co-creating the BET sitcom "Zoe Ever After."
-
A.
Elizabeth J. Feinler
Elizabeth J. Feinler is an American information scientist best known for leading early internet directory and naming services, including managing the first WHOIS and domain name registries.
-
B.
Debra L. Sandler
Debra L. Sandler is a business executive known for her leadership roles in the consumer goods and food industries, including senior positions at major multinational companies.
-
C.
Debra Lerner Cohen
Debra Lerner Cohen is a member of the prominent Lerner family, known for its significant influence in American real estate and professional sports ownership.
-
D.
Deborah Korman
Deborah Korman is the wife of the late American comedic actor Harvey Korman, known for his work on The Carol Burnett Show and in Mel Brooks films.
-
E.
Judith F. Marks
Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
- 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77090997881909d81b15c6cdfd91c |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b76fa8348190bb42f1c71eb0e545 |
completed | April 20, 2026, 5:19 a.m. |
| NEDg | Description generation | batch_69e5bb5d6e0c8190933cd3d6e83c24a2 |
completed | April 20, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c29d7b608190ae79bb8318211547 |
completed | April 20, 2026, 6:07 a.m. |
Created at: April 8, 2026, 9:22 p.m.