Triple
T14235329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Political Animals |
E352861
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Melissa Kellner Berman
Melissa Kellner Berman is a television producer best known for her executive production work on the political drama miniseries "Political Animals."
|
E1149315
|
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: Melissa Kellner Berman | Statement: [Political Animals, executiveProducer, Melissa Kellner Berman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melissa Kellner Berman Context triple: [Political Animals, executiveProducer, Melissa Kellner Berman]
-
A.
Melissa Schuman
Melissa Schuman is an American singer and actress best known as a member of the girl group Dream and for her roles in early-2000s teen films.
-
B.
Gail Berman
Gail Berman is an American television and film producer and media executive known for her influential roles at major studios and for producing high-profile projects across network TV and Hollywood.
-
C.
Melissa Rosenberg
Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
-
D.
Catherine Kellner
Catherine Kellner is an American actress known for supporting roles in films such as Pearl Harbor and various independent movies and television series.
-
E.
Pamela Segall
Pamela Segall is an American actress and voice actress best known for voicing Bobby Hill on the animated television series "King of the Hill."
- 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: Melissa Kellner Berman Triple: [Political Animals, executiveProducer, Melissa Kellner Berman]
Generated description
Melissa Kellner Berman is a television producer best known for her executive production work on the political drama miniseries "Political Animals."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melissa Kellner Berman Target entity description: Melissa Kellner Berman is a television producer best known for her executive production work on the political drama miniseries "Political Animals."
-
A.
Melissa Schuman
Melissa Schuman is an American singer and actress best known as a member of the girl group Dream and for her roles in early-2000s teen films.
-
B.
Gail Berman
Gail Berman is an American television and film producer and media executive known for her influential roles at major studios and for producing high-profile projects across network TV and Hollywood.
-
C.
Melissa Rosenberg
Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
-
D.
Catherine Kellner
Catherine Kellner is an American actress known for supporting roles in films such as Pearl Harbor and various independent movies and television series.
-
E.
Pamela Segall
Pamela Segall is an American actress and voice actress best known for voicing Bobby Hill on the animated television series "King of the Hill."
- 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_69d8278adc7c8190a9218d69bce3c4e6 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de62411c888190a154acd56fe3fcaf |
completed | April 14, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef883f2b88190807d9157e8d45e3c |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fef9b42b94819088e96f301a91ce71 |
completed | May 9, 2026, 9:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefa179c7081908cced4ad780583a3 |
completed | May 9, 2026, 9:10 a.m. |
Created at: April 10, 2026, 1:07 a.m.