Triple
T1782066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fifty Shades Freed |
E39310
|
entity |
| Predicate | editedBy |
P1954
|
FINISHED |
| Object |
Debra Neil-Fisher
Debra Neil-Fisher is an American film editor known for her work on major studio comedies and dramas, including entries in the Fifty Shades and The Hangover franchises.
|
E270647
|
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: Debra Neil-Fisher | Statement: [Fifty Shades Freed, editedBy, Debra Neil-Fisher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debra Neil-Fisher Context triple: [Fifty Shades Freed, editedBy, Debra Neil-Fisher]
-
A.
Debra Hayward
Debra Hayward is a British film producer known for her work on major feature films, including the acclaimed musical adaptation "Les Misérables" (2012).
-
B.
Bernice Fisher
Bernice Fisher was an American civil rights activist and organizer who helped pioneer nonviolent direct action tactics and co-founded the Congress of Racial Equality.
-
C.
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.
-
D.
Debra Martin Chase
Debra Martin Chase is an American film and television producer known for her trailblazing work on hit projects such as "The Princess Diaries," "The Cheetah Girls," and other culturally influential, female-driven stories.
-
E.
Barbara Robbins
Barbara Robbins is known as the wife of Jon Lindbergh, the son of famed aviator Charles Lindbergh.
- 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: Debra Neil-Fisher Triple: [Fifty Shades Freed, editedBy, Debra Neil-Fisher]
Generated description
Debra Neil-Fisher is an American film editor known for her work on major studio comedies and dramas, including entries in the Fifty Shades and The Hangover franchises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debra Neil-Fisher Target entity description: Debra Neil-Fisher is an American film editor known for her work on major studio comedies and dramas, including entries in the Fifty Shades and The Hangover franchises.
-
A.
Debra Hayward
Debra Hayward is a British film producer known for her work on major feature films, including the acclaimed musical adaptation "Les Misérables" (2012).
-
B.
Bernice Fisher
Bernice Fisher was an American civil rights activist and organizer who helped pioneer nonviolent direct action tactics and co-founded the Congress of Racial Equality.
-
C.
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.
-
D.
Debra Martin Chase
Debra Martin Chase is an American film and television producer known for her trailblazing work on hit projects such as "The Princess Diaries," "The Cheetah Girls," and other culturally influential, female-driven stories.
-
E.
Barbara Robbins
Barbara Robbins is known as the wife of Jon Lindbergh, the son of famed aviator Charles Lindbergh.
- 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_69a88630519c8190a17addd83c4a3ef4 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa64e34fe881908aa75f2b4141b87b |
completed | March 6, 2026, 5:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af174f97248190817a64dfbf98c360 |
completed | March 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69af1b0eb9dc81908b402a6536a40418 |
completed | March 9, 2026, 7:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af1bec9bcc819086977175aa859a51 |
completed | March 9, 2026, 7:13 p.m. |
Created at: March 4, 2026, 7:31 p.m.