Triple
T20248104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Close Enough |
E498477
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Deborah Aroshas
Deborah Aroshas is a television producer best known for her executive production work on the animated series "Close Enough."
|
E1421110
|
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 Aroshas | Statement: [Close Enough, executiveProducer, Deborah Aroshas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Aroshas Context triple: [Close Enough, executiveProducer, Deborah Aroshas]
-
A.
Deborah Pines
Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
-
B.
Deborah Spera
Deborah Spera is a television producer and executive known for her work on series such as "Reaper" and other scripted dramas.
-
C.
Deborah Blau
Deborah Blau is the teenage protagonist of the film "I Never Promised You a Rose Garden," a young woman struggling with schizophrenia and navigating life between a fantasy world and a psychiatric hospital.
-
D.
Deborah Waxman
Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
-
E.
Deborah Schwartz
Deborah Schwartz is a screenwriter best known for co-writing the inspirational biographical film "Soul Surfer."
- 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 Aroshas Triple: [Close Enough, executiveProducer, Deborah Aroshas]
Generated description
Deborah Aroshas is a television producer best known for her executive production work on the animated series "Close Enough."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Aroshas Target entity description: Deborah Aroshas is a television producer best known for her executive production work on the animated series "Close Enough."
-
A.
Deborah Pines
Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
-
B.
Deborah Spera
Deborah Spera is a television producer and executive known for her work on series such as "Reaper" and other scripted dramas.
-
C.
Deborah Blau
Deborah Blau is the teenage protagonist of the film "I Never Promised You a Rose Garden," a young woman struggling with schizophrenia and navigating life between a fantasy world and a psychiatric hospital.
-
D.
Deborah Waxman
Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
-
E.
Deborah Schwartz
Deborah Schwartz is a screenwriter best known for co-writing the inspirational biographical film "Soul Surfer."
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a5ce4081908dff86ed4c613fd6 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552409988190978640c4190dccd3 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0856ac50e081909c8bc737e4fe6e56 |
completed | May 16, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085746f2f08190a703a832f5867c7b |
completed | May 16, 2026, 11:38 a.m. |
Created at: April 11, 2026, 11:40 p.m.