Triple
T5128198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Willoughby |
E115632
|
entity |
| Predicate | marries |
P23691
|
FINISHED |
| Object |
Sophia Grey
Sophia Grey is a wealthy heiress in Jane Austen’s novel "Sense and Sensibility," known for her advantageous but loveless marriage to the charming yet mercenary John Willoughby.
|
E496779
|
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: Sophia Grey | Statement: [John Willoughby, marries, Sophia Grey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sophia Grey Context triple: [John Willoughby, marries, Sophia Grey]
-
A.
Charlotte Frank
Charlotte Frank is a German architect known for her work on the Federal Chancellery building in Berlin.
-
B.
Lady Mary Palliser
Lady Mary Palliser is a central character in Anthony Trollope’s novel "The Duke's Children," known as the strong-willed daughter of the Duke of Omnium whose romantic choices challenge her father's social and political expectations.
-
C.
Charlotte Gray
Charlotte Gray is a historical novel by Sebastian Faulks that follows a young Scottish woman working with the French Resistance in Nazi-occupied France during World War II.
-
D.
The Earl of Selborne
The Earl of Selborne was a British aristocrat and colonial administrator best known for his senior role in governing parts of the British Empire in the early 20th century.
-
E.
Lady Mary Crawley
Lady Mary Crawley is the complex, aristocratic eldest daughter of the Crawley family in the British period drama series "Downton Abbey."
- 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: Sophia Grey Triple: [John Willoughby, marries, Sophia Grey]
Generated description
Sophia Grey is a wealthy heiress in Jane Austen’s novel "Sense and Sensibility," known for her advantageous but loveless marriage to the charming yet mercenary John Willoughby.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sophia Grey Target entity description: Sophia Grey is a wealthy heiress in Jane Austen’s novel "Sense and Sensibility," known for her advantageous but loveless marriage to the charming yet mercenary John Willoughby.
-
A.
Charlotte Frank
Charlotte Frank is a German architect known for her work on the Federal Chancellery building in Berlin.
-
B.
Lady Mary Palliser
Lady Mary Palliser is a central character in Anthony Trollope’s novel "The Duke's Children," known as the strong-willed daughter of the Duke of Omnium whose romantic choices challenge her father's social and political expectations.
-
C.
Charlotte Gray
Charlotte Gray is a historical novel by Sebastian Faulks that follows a young Scottish woman working with the French Resistance in Nazi-occupied France during World War II.
-
D.
The Earl of Selborne
The Earl of Selborne was a British aristocrat and colonial administrator best known for his senior role in governing parts of the British Empire in the early 20th century.
-
E.
Lady Mary Crawley
Lady Mary Crawley is the complex, aristocratic eldest daughter of the Crawley family in the British period drama series "Downton Abbey."
- 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd782428a081909583c7f368226daf |
completed | March 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4beb7b48190a2f4e41a13fdd5f3 |
completed | March 21, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69bec571d5948190b659a7b5038f8bdd |
completed | March 21, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec973e71c8190a9c043389d627156 |
completed | March 21, 2026, 4:38 p.m. |
Created at: March 20, 2026, 1:42 p.m.