Triple
T1771106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fifty Shades Darker |
E38875
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Niall Leonard
Niall Leonard is a British screenwriter and author known for his work on television dramas and for writing the screenplay adaptation of the erotic romance film "Fifty Shades Darker."
|
E201652
|
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: Niall Leonard | Statement: [Fifty Shades Darker, screenwriter, Niall Leonard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niall Leonard Context triple: [Fifty Shades Darker, screenwriter, Niall Leonard]
-
A.
Darragh MacAnthony
Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
-
B.
Johnny Kilbane
Johnny Kilbane was an American featherweight boxer renowned for his exceptionally long reign as world featherweight champion in the early 20th century.
-
C.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
-
D.
Mark Durkan
Mark Durkan is an Irish nationalist politician from Northern Ireland who served as leader of the SDLP and as Deputy First Minister in the Northern Ireland Executive.
-
E.
Declan Gaffney
Declan Gaffney is a music producer and engineer best known for his extensive work with U2 on several of their studio albums.
- 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: Niall Leonard Triple: [Fifty Shades Darker, screenwriter, Niall Leonard]
Generated description
Niall Leonard is a British screenwriter and author known for his work on television dramas and for writing the screenplay adaptation of the erotic romance film "Fifty Shades Darker."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niall Leonard Target entity description: Niall Leonard is a British screenwriter and author known for his work on television dramas and for writing the screenplay adaptation of the erotic romance film "Fifty Shades Darker."
-
A.
Darragh MacAnthony
Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
-
B.
Johnny Kilbane
Johnny Kilbane was an American featherweight boxer renowned for his exceptionally long reign as world featherweight champion in the early 20th century.
-
C.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
-
D.
Mark Durkan
Mark Durkan is an Irish nationalist politician from Northern Ireland who served as leader of the SDLP and as Deputy First Minister in the Northern Ireland Executive.
-
E.
Declan Gaffney
Declan Gaffney is a music producer and engineer best known for his extensive work with U2 on several of their studio albums.
- 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_69a8862e61708190af97b9838cc3f5de |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa648fe908819098fd27b74b17fabb |
completed | March 6, 2026, 5:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5c727e48190b934e9b97b084c7a |
completed | March 8, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69adb8b3c0a48190bf5f3a32d8862c54 |
completed | March 8, 2026, 5:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb97b8c8081909a806d16efd5882b |
completed | March 8, 2026, 6:01 p.m. |
Created at: March 4, 2026, 7:31 p.m.