Triple
T4106102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Now and Then |
E88453
|
entity |
| Predicate | stars |
P1956
|
FINISHED |
| Object |
Gaby Hoffmann
Gaby Hoffmann is an American actress known for her work as a child star in films like "Field of Dreams" and "Now and Then," and later for acclaimed roles in television series such as "Transparent" and "Girls."
|
E418007
|
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: Gaby Hoffmann | Statement: [Now and Then, stars, Gaby Hoffmann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gaby Hoffmann Context triple: [Now and Then, stars, Gaby Hoffmann]
-
A.
Haley Bennett
Haley Bennett is an American actress and singer known for her versatile performances in films such as "The Girl on the Train," "The Magnificent Seven," and "Swallow."
-
B.
Julia Garner
Julia Garner is an American actress best known for her critically acclaimed, Emmy-winning performance as Ruth Langmore in the Netflix crime drama series "Ozark."
-
C.
Beanie Feldstein
Beanie Feldstein is an American actress known for her comedic and dramatic roles in films such as "Booksmart" and "Lady Bird," as well as on Broadway.
-
D.
Olivia Thirlby
Olivia Thirlby is an American actress known for her roles in films such as "Juno," "Dredd," and various independent and mainstream productions.
-
E.
Lucy Boynton
Lucy Boynton is a British-American actress known for her roles in films such as "Bohemian Rhapsody" and "Sing Street," as well as various television dramas.
- 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: Gaby Hoffmann Triple: [Now and Then, stars, Gaby Hoffmann]
Generated description
Gaby Hoffmann is an American actress known for her work as a child star in films like "Field of Dreams" and "Now and Then," and later for acclaimed roles in television series such as "Transparent" and "Girls."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gaby Hoffmann Target entity description: Gaby Hoffmann is an American actress known for her work as a child star in films like "Field of Dreams" and "Now and Then," and later for acclaimed roles in television series such as "Transparent" and "Girls."
-
A.
Haley Bennett
Haley Bennett is an American actress and singer known for her versatile performances in films such as "The Girl on the Train," "The Magnificent Seven," and "Swallow."
-
B.
Julia Garner
Julia Garner is an American actress best known for her critically acclaimed, Emmy-winning performance as Ruth Langmore in the Netflix crime drama series "Ozark."
-
C.
Beanie Feldstein
Beanie Feldstein is an American actress known for her comedic and dramatic roles in films such as "Booksmart" and "Lady Bird," as well as on Broadway.
-
D.
Olivia Thirlby
Olivia Thirlby is an American actress known for her roles in films such as "Juno," "Dredd," and various independent and mainstream productions.
-
E.
Lucy Boynton
Lucy Boynton is a British-American actress known for her roles in films such as "Bohemian Rhapsody" and "Sing Street," as well as various television dramas.
- 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_69aed9484fb881909146f4c772ad277c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af019c7a3c8190a503ce80e87dc3b3 |
completed | March 9, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f1f8ca0819090fb2acb3fe03d14 |
completed | March 14, 2026, 3:30 p.m. |
| NEDg | Description generation | batch_69b582f9c858819094de05e240c98594 |
completed | March 14, 2026, 3:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5836543848190abbf31c04804358d |
completed | March 14, 2026, 3:48 p.m. |
Created at: March 9, 2026, 3:40 p.m.