Triple
T13109474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hacks |
E310932
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Ava Daniels
Ava Daniels is a young, ambitious comedy writer and mentee to legendary stand-up Deborah Vance in the television series "Hacks."
|
E1021509
|
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: Ava Daniels | Statement: [Hacks, featuresCharacter, Ava Daniels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ava Daniels Context triple: [Hacks, featuresCharacter, Ava Daniels]
-
A.
Adeline Fisher
Adeline Fisher was the first wife of English composer Ralph Vaughan Williams and a supportive figure in his early personal and artistic life.
-
B.
Paris Geller
Paris Geller is an ambitious, hyper-competitive, and sharp-tongued overachiever who becomes one of Rory Gilmore’s closest friends and rivals in the television series "Gilmore Girls."
-
C.
Vivian Shapiro
Vivian Shapiro is an American psychologist and academic known for her work in developmental and clinical psychology, and as the wife of former Princeton University president Harold T. Shapiro.
-
D.
Jessica Pearson
Jessica Pearson is a formidable and sophisticated corporate lawyer and managing partner at a top New York law firm in the television series "Suits."
-
E.
Sophia Birchard
Sophia Birchard was the birth name of Sophia Birchard Hayes, known primarily as the wife of U.S. President Rutherford B. Hayes.
- 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: Ava Daniels Triple: [Hacks, featuresCharacter, Ava Daniels]
Generated description
Ava Daniels is a young, ambitious comedy writer and mentee to legendary stand-up Deborah Vance in the television series "Hacks."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ava Daniels Target entity description: Ava Daniels is a young, ambitious comedy writer and mentee to legendary stand-up Deborah Vance in the television series "Hacks."
-
A.
Adeline Fisher
Adeline Fisher was the first wife of English composer Ralph Vaughan Williams and a supportive figure in his early personal and artistic life.
-
B.
Paris Geller
Paris Geller is an ambitious, hyper-competitive, and sharp-tongued overachiever who becomes one of Rory Gilmore’s closest friends and rivals in the television series "Gilmore Girls."
-
C.
Vivian Shapiro
Vivian Shapiro is an American psychologist and academic known for her work in developmental and clinical psychology, and as the wife of former Princeton University president Harold T. Shapiro.
-
D.
Jessica Pearson
Jessica Pearson is a formidable and sophisticated corporate lawyer and managing partner at a top New York law firm in the television series "Suits."
-
E.
Sophia Birchard
Sophia Birchard was the birth name of Sophia Birchard Hayes, known primarily as the wife of U.S. President Rutherford B. Hayes.
- 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.