Triple
T2188887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | E. L. James |
E49814
|
entity |
| Predicate | series |
P1761
|
FINISHED |
| Object |
Fifty Shades trilogy
The Fifty Shades trilogy is a bestselling erotic romance novel series by E. L. James that follows the intense and controversial relationship between Anastasia Steele and Christian Grey.
|
E38404
|
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 trilogy | Statement: [E. L. James, series, Fifty Shades trilogy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fifty Shades trilogy Context triple: [E. L. James, series, Fifty Shades trilogy]
-
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 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.
-
C.
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.
-
D.
Twilight
"Twilight" is a popular young adult vampire romance novel by Stephenie Meyer that follows the relationship between teenager Bella Swan and vampire Edward Cullen.
-
E.
The Five Wives
The Five Wives are a group of captive women in Mad Max: Fury Road who serve as the tyrant Immortan Joe’s prized breeders and become central to Imperator Furiosa’s rebellion.
- 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 trilogy Triple: [E. L. James, series, Fifty Shades trilogy]
Generated description
The Fifty Shades trilogy is a bestselling erotic romance novel series by E. L. James that follows the intense and controversial relationship between Anastasia Steele and Christian Grey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fifty Shades trilogy Target entity description: The Fifty Shades trilogy is a bestselling erotic romance novel series by E. L. James that follows the intense and controversial relationship between Anastasia Steele and Christian Grey.
-
A.
Fifty Shades of Grey
chosen
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 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.
-
C.
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.
-
D.
Twilight
"Twilight" is a popular young adult vampire romance novel by Stephenie Meyer that follows the relationship between teenager Bella Swan and vampire Edward Cullen.
-
E.
The Five Wives
The Five Wives are a group of captive women in Mad Max: Fury Road who serve as the tyrant Immortan Joe’s prized breeders and become central to Imperator Furiosa’s rebellion.
- F. None of above.
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_69a88aaba3c48190b351cab9b26989ff |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf373c608190b7716c137b3e9fe9 |
completed | March 7, 2026, 6:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0808b84819082ab92dd0547a4c4 |
completed | March 9, 2026, 4:08 p.m. |
| NEDg | Description generation | batch_69aef5a33b5c8190b121e0a3100fd597 |
completed | March 9, 2026, 4:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef5f31d508190b500ec3e7c8aada1 |
completed | March 9, 2026, 4:31 p.m. |
Created at: March 4, 2026, 7:46 p.m.