Triple
T8448006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Foley |
E199725
|
entity |
| Predicate | workedOn |
P3
|
FINISHED |
| Object |
Fifty Shades film series
The Fifty Shades film series is a trilogy of erotic romantic drama movies based on E. L. James's bestselling novels, following the intense and controversial relationship between Anastasia Steele and billionaire Christian Grey.
|
E733585
|
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: Fifty Shades film series | Statement: [James Foley, workedOn, Fifty Shades film series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fifty Shades film series Context triple: [James Foley, workedOn, Fifty Shades film series]
-
A.
Fifty Shades of Grey
Fifty Shades of Grey is an erotic romance novel by E. L. James that became a global bestseller and launched a major film franchise.
-
B.
Fifty Shades Freed
Fifty Shades Freed is the 2018 romantic drama film that concludes the Fifty Shades trilogy, following the tumultuous relationship and marriage of Anastasia Steele and Christian Grey.
-
C.
Fifty Shades Darker
Fifty Shades Darker is a 2017 romantic drama film based on E. L. James's novel, continuing the erotic relationship saga of Christian Grey and Anastasia Steele in the Fifty Shades franchise.
-
D.
Fifty Shades of Grey (film soundtrack)
Fifty Shades of Grey (film soundtrack) is the official musical accompaniment to the 2015 erotic romantic drama film, featuring a mix of contemporary pop, R&B, and atmospheric tracks by various artists.
-
E.
Darker: Fifty Shades Darker as Told by Christian
"Darker: Fifty Shades Darker as Told by Christian" is a companion novel to "Fifty Shades Darker" that retells the story from Christian Grey’s perspective, expanding on his inner thoughts and backstory.
- 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: Fifty Shades film series Triple: [James Foley, workedOn, Fifty Shades film series]
Generated description
The Fifty Shades film series is a trilogy of erotic romantic drama movies based on E. L. James's bestselling novels, following the intense and controversial relationship between Anastasia Steele and billionaire Christian Grey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fifty Shades film series Target entity description: The Fifty Shades film series is a trilogy of erotic romantic drama movies based on E. L. James's bestselling novels, following the intense and controversial relationship between Anastasia Steele and billionaire Christian Grey.
-
A.
Fifty Shades of Grey
Fifty Shades of Grey is an erotic romance novel by E. L. James that became a global bestseller and launched a major film franchise.
-
B.
Fifty Shades Freed
Fifty Shades Freed is the 2018 romantic drama film that concludes the Fifty Shades trilogy, following the tumultuous relationship and marriage of Anastasia Steele and Christian Grey.
-
C.
Fifty Shades Darker
Fifty Shades Darker is a 2017 romantic drama film based on E. L. James's novel, continuing the erotic relationship saga of Christian Grey and Anastasia Steele in the Fifty Shades franchise.
-
D.
Fifty Shades of Grey (film soundtrack)
Fifty Shades of Grey (film soundtrack) is the official musical accompaniment to the 2015 erotic romantic drama film, featuring a mix of contemporary pop, R&B, and atmospheric tracks by various artists.
-
E.
Darker: Fifty Shades Darker as Told by Christian
"Darker: Fifty Shades Darker as Told by Christian" is a companion novel to "Fifty Shades Darker" that retells the story from Christian Grey’s perspective, expanding on his inner thoughts and backstory.
- 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_69ca83170f9081909cd98f55614c6476 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe44480ec8190b32443a53cd4f943 |
completed | March 31, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1dbf2e2c8190b20e842438acb4d5 |
completed | April 2, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ce1eddb9988190a77ab59f2867ad5d |
completed | April 2, 2026, 7:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fb498448190a2737b8895f6bb48 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:09 p.m.