Triple
T13109497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hacks |
E310932
|
entity |
| Predicate | leadActorRole |
P5563
|
FINISHED |
| Object |
Jean Smart as Deborah Vance
Jean Smart as Deborah Vance is the sharp-tongued, veteran Las Vegas stand-up comedian at the center of the dark comedy series "Hacks," known for her complex blend of acerbic wit and vulnerability.
|
E1021513
|
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: Jean Smart as Deborah Vance | Statement: [Hacks, leadActorRole, Jean Smart as Deborah Vance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean Smart as Deborah Vance Context triple: [Hacks, leadActorRole, Jean Smart as Deborah Vance]
-
A.
Sally Field as Emma Moriarty
Sally Field as Emma Moriarty is the warm, independent single mother and love interest at the heart of the romantic comedy-drama film "Murphy's Romance."
-
B.
Frankie Bergstein in Grace and Frankie
Frankie Bergstein in Grace and Frankie is a free-spirited, eccentric artist and activist who forms an unlikely but deep friendship with Grace Hanson after their husbands leave them for each other.
-
C.
Maude Flanders
Maude Flanders is a devout, conservative Christian homemaker and the late wife of Ned Flanders on the animated television series "The Simpsons."
-
D.
Leslie Mann as Patty Peterson
Leslie Mann as Patty Peterson is the voice role in the animated film "Mr. Peabody & Sherman" in which actress Leslie Mann portrays the character Patty Peterson, the concerned and protective mother of Penny.
-
E.
Beverly Vance
Beverly Vance is a central figure in J.D. Vance’s memoir "Hillbilly Elegy," portrayed as the troubled, often volatile mother whose struggles with addiction and instability profoundly shape the author’s upbringing.
- 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: Jean Smart as Deborah Vance Triple: [Hacks, leadActorRole, Jean Smart as Deborah Vance]
Generated description
Jean Smart as Deborah Vance is the sharp-tongued, veteran Las Vegas stand-up comedian at the center of the dark comedy series "Hacks," known for her complex blend of acerbic wit and vulnerability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean Smart as Deborah Vance Target entity description: Jean Smart as Deborah Vance is the sharp-tongued, veteran Las Vegas stand-up comedian at the center of the dark comedy series "Hacks," known for her complex blend of acerbic wit and vulnerability.
-
A.
Sally Field as Emma Moriarty
Sally Field as Emma Moriarty is the warm, independent single mother and love interest at the heart of the romantic comedy-drama film "Murphy's Romance."
-
B.
Frankie Bergstein in Grace and Frankie
Frankie Bergstein in Grace and Frankie is a free-spirited, eccentric artist and activist who forms an unlikely but deep friendship with Grace Hanson after their husbands leave them for each other.
-
C.
Maude Flanders
Maude Flanders is a devout, conservative Christian homemaker and the late wife of Ned Flanders on the animated television series "The Simpsons."
-
D.
Leslie Mann as Patty Peterson
Leslie Mann as Patty Peterson is the voice role in the animated film "Mr. Peabody & Sherman" in which actress Leslie Mann portrays the character Patty Peterson, the concerned and protective mother of Penny.
-
E.
Beverly Vance
Beverly Vance is a central figure in J.D. Vance’s memoir "Hillbilly Elegy," portrayed as the troubled, often volatile mother whose struggles with addiction and instability profoundly shape the author’s upbringing.
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9817ce07881909ec552bf861ac175 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e27bd8fc8190a81130b7cb3a8bd8 |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e37023d48190ba6a0b790ed23370 |
completed | May 3, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e407dd988190b928b8931985a815 |
completed | May 3, 2026, 5:58 a.m. |
Created at: April 9, 2026, 9:05 p.m.