Triple
T13221923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reaper |
E314775
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Deborah Spera
Deborah Spera is a television producer and executive known for her work on series such as "Reaper" and other scripted dramas.
|
E1085314
|
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 Spera | Statement: [Reaper, executiveProducer, Deborah Spera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Spera Context triple: [Reaper, executiveProducer, Deborah Spera]
-
A.
Deborah Pines
Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
-
B.
Deborah Kaplan
Deborah Kaplan is an American screenwriter and film director best known for co-writing and co-directing teen comedies such as "Can't Hardly Wait."
-
C.
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.
-
D.
Deborah Oppenheimer
Deborah Oppenheimer is an American television producer best known for her work on popular sitcoms and for winning an Academy Award for the documentary "Into the Arms of Strangers: Stories of the Kindertransport."
-
E.
Deborah Waxman
Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
- 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 Spera Triple: [Reaper, executiveProducer, Deborah Spera]
Generated description
Deborah Spera is a television producer and executive known for her work on series such as "Reaper" and other scripted dramas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Spera Target entity description: Deborah Spera is a television producer and executive known for her work on series such as "Reaper" and other scripted dramas.
-
A.
Deborah Pines
Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
-
B.
Deborah Kaplan
Deborah Kaplan is an American screenwriter and film director best known for co-writing and co-directing teen comedies such as "Can't Hardly Wait."
-
C.
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.
-
D.
Deborah Oppenheimer
Deborah Oppenheimer is an American television producer best known for her work on popular sitcoms and for winning an Academy Award for the documentary "Into the Arms of Strangers: Stories of the Kindertransport."
-
E.
Deborah Waxman
Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
- 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf74d708190a61d8ad938653b06 |
completed | April 10, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd19226eb881908f76134a04e72548 |
completed | May 7, 2026, 10:58 p.m. |
| NEDg | Description generation | batch_69fd1bdca600819081ee087a071f7684 |
completed | May 7, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1cb6d2b88190a5976197144277f6 |
completed | May 7, 2026, 11:13 p.m. |
Created at: April 9, 2026, 9:18 p.m.