Triple
T1108486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Dark Knight |
E25539
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Maggie Gyllenhaal
Maggie Gyllenhaal is an American actress known for her nuanced performances in independent films and major studio productions, including her acclaimed role as Rachel Dawes in Christopher Nolan’s Batman franchise.
|
E186279
|
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: Maggie Gyllenhaal | Statement: [The Dark Knight, starring, Maggie Gyllenhaal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maggie Gyllenhaal Context triple: [The Dark Knight, starring, Maggie Gyllenhaal]
-
A.
Emmy Rossum
Emmy Rossum is an American actress and singer best known for her role as Fiona Gallagher on the TV series "Shameless" and for her work in films such as "The Phantom of the Opera."
-
B.
Amy Adams
Amy Adams is an acclaimed American actress known for her versatility in both comedic and dramatic roles, including performances in films such as "Enchanted," "American Hustle," and "Arrival."
-
C.
Rooney Mara
Rooney Mara is an American actress known for her acclaimed performances in films such as "The Girl with the Dragon Tattoo" and "Carol."
-
D.
Amanda Seyfried
Amanda Seyfried is an American actress and singer known for her roles in films such as "Mamma Mia!", "Les Misérables," and "Mean Girls."
-
E.
Kristen Stewart
Kristen Stewart is an American actress best known for her role as Bella Swan in the "Twilight" film series and for her acclaimed performances in independent and arthouse films.
- 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: Maggie Gyllenhaal Triple: [The Dark Knight, starring, Maggie Gyllenhaal]
Generated description
Maggie Gyllenhaal is an American actress known for her nuanced performances in independent films and major studio productions, including her acclaimed role as Rachel Dawes in Christopher Nolan’s Batman franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maggie Gyllenhaal Target entity description: Maggie Gyllenhaal is an American actress known for her nuanced performances in independent films and major studio productions, including her acclaimed role as Rachel Dawes in Christopher Nolan’s Batman franchise.
-
A.
Emmy Rossum
Emmy Rossum is an American actress and singer best known for her role as Fiona Gallagher on the TV series "Shameless" and for her work in films such as "The Phantom of the Opera."
-
B.
Amy Adams
Amy Adams is an acclaimed American actress known for her versatility in both comedic and dramatic roles, including performances in films such as "Enchanted," "American Hustle," and "Arrival."
-
C.
Rooney Mara
Rooney Mara is an American actress known for her acclaimed performances in films such as "The Girl with the Dragon Tattoo" and "Carol."
-
D.
Amanda Seyfried
Amanda Seyfried is an American actress and singer known for her roles in films such as "Mamma Mia!", "Les Misérables," and "Mean Girls."
-
E.
Kristen Stewart
Kristen Stewart is an American actress best known for her role as Bella Swan in the "Twilight" film series and for her acclaimed performances in independent and arthouse films.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b9e6134481909f348986a25f65c6 |
completed | March 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad607966748190a5661d47021bf526 |
completed | March 8, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_69ad6124c5f481909427535ec1db38fc |
completed | March 8, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad61ec8ce081908340301a6f45f5b2 |
completed | March 8, 2026, 11:47 a.m. |
Created at: March 1, 2026, 7:43 p.m.