Triple
T13109473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hacks |
E310932
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Deborah Vance
Deborah Vance is a legendary, sharp-tongued stand-up comedian and Las Vegas headliner who serves as the central character in the television series "Hacks."
|
E1056806
|
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 Vance | Statement: [Hacks, featuresCharacter, Deborah Vance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Vance Context triple: [Hacks, featuresCharacter, Deborah Vance]
-
A.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
B.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
-
C.
Deborah Gillespie
Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
-
D.
Deborah Van Valkenburgh
Deborah Van Valkenburgh is an American actress best known for her roles in the cult film "The Warriors" and the 1980s sitcom "Too Close for Comfort."
-
E.
Deborah Wilkes
Deborah Wilkes is a former British pair skater who competed internationally in the 1960s, notably representing Great Britain at the Winter Olympics.
- 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 Vance Triple: [Hacks, featuresCharacter, Deborah Vance]
Generated description
Deborah Vance is a legendary, sharp-tongued stand-up comedian and Las Vegas headliner who serves as the central character in the television series "Hacks."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Vance Target entity description: Deborah Vance is a legendary, sharp-tongued stand-up comedian and Las Vegas headliner who serves as the central character in the television series "Hacks."
-
A.
Deborah Johnson
Deborah Johnson is a real-life civil rights activist and former fiancée of Black Panther leader Fred Hampton, portrayed by Dominique Fishback in the film "Judas and the Black Messiah."
-
B.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
-
C.
Deborah Gillespie
Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
-
D.
Deborah Van Valkenburgh
Deborah Van Valkenburgh is an American actress best known for her roles in the cult film "The Warriors" and the 1980s sitcom "Too Close for Comfort."
-
E.
Deborah Wilkes
Deborah Wilkes is a former British pair skater who competed internationally in the 1960s, notably representing Great Britain at the Winter Olympics.
- 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_69f79d3398b08190a0fc4b6044576e0a |
completed | May 3, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f79e77b5e88190a85f4061c8abb8a4 |
completed | May 3, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fa5249481909b2c046ed9801371 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 9:05 p.m.