Triple
T5110371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward Ferrars |
E115198
|
entity |
| Predicate | formerFiancée |
P8718
|
FINISHED |
| Object |
Lucy Steele
Lucy Steele is a scheming, socially ambitious young woman in Jane Austen's "Sense and Sensibility" who secretly becomes engaged to Edward Ferrars, complicating his relationship with Elinor Dashwood.
|
E493854
|
NE FINISHED |
How this triple was built (5 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: Lucy Steele | Statement: [Edward Ferrars, formerFiancée, Lucy Steele]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lucy Steele Context triple: [Edward Ferrars, formerFiancée, Lucy Steele]
-
A.
Lucy Aikin
Lucy Aikin was a prominent English historian, biographer, and writer of the late 18th and early 19th centuries, best known for her historical works on the courts of Elizabeth I and James I.
-
B.
Helen Schlegel
Helen Schlegel is an idealistic, impulsive young woman from E.M. Forster’s novel "Howards End," known for her passionate nature and progressive social views.
-
C.
Harriet Westbrook
Harriet Westbrook was the first wife of English Romantic poet Percy Bysshe Shelley, whose tragic early death and troubled marriage have drawn significant biographical interest.
-
D.
Fanny Brawne
Fanny Brawne was the muse and fiancée of Romantic poet John Keats, remembered for their intense, tragic love affair preserved in his famous letters to her.
-
E.
Emma Woodhouse
Emma Woodhouse is the clever, wealthy, and somewhat meddlesome heroine of Jane Austen’s novel "Emma," known for her misguided attempts at matchmaking in her small English village.
- 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: Lucy Steele Triple: [Edward Ferrars, formerFiancée, Lucy Steele]
Generated description
Lucy Steele is a scheming, socially ambitious young woman in Jane Austen's "Sense and Sensibility" who secretly becomes engaged to Edward Ferrars, complicating his relationship with Elinor Dashwood.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lucy Steele Target entity description: Lucy Steele is a scheming, socially ambitious young woman in Jane Austen's "Sense and Sensibility" who secretly becomes engaged to Edward Ferrars, complicating his relationship with Elinor Dashwood.
-
A.
Lucy Aikin
Lucy Aikin was a prominent English historian, biographer, and writer of the late 18th and early 19th centuries, best known for her historical works on the courts of Elizabeth I and James I.
-
B.
Helen Schlegel
Helen Schlegel is an idealistic, impulsive young woman from E.M. Forster’s novel "Howards End," known for her passionate nature and progressive social views.
-
C.
Harriet Westbrook
Harriet Westbrook was the first wife of English Romantic poet Percy Bysshe Shelley, whose tragic early death and troubled marriage have drawn significant biographical interest.
-
D.
Fanny Brawne
Fanny Brawne was the muse and fiancée of Romantic poet John Keats, remembered for their intense, tragic love affair preserved in his famous letters to her.
-
E.
Emma Woodhouse
Emma Woodhouse is the clever, wealthy, and somewhat meddlesome heroine of Jane Austen’s novel "Emma," known for her misguided attempts at matchmaking in her small English village.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerFiancée Context triple: [Edward Ferrars, formerFiancée, Lucy Steele]
-
A.
formerPartner
chosen
Indicates that one entity was previously in a romantic or partnership relationship with another entity, but that relationship has since ended.
-
B.
exSpouse
Indicates that two people were formerly married to each other but are no longer spouses.
-
C.
wasCheatedOnBy
Indicates that one entity was the victim of infidelity committed by another entity in a romantic or committed relationship.
-
D.
spouseAssociatedWith
Indicates a marital or spousal relationship or close association between two entities.
-
E.
breaksUpWith
Indicates that one entity ends a romantic or intimate relationship with another entity.
- F. None of above.
Provenance (6 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75ad362c8190b9cbded390aaea3c |
completed | March 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bebaa719748190930dceaeedb346c2 |
completed | March 21, 2026, 3:35 p.m. |
| NEDg | Description generation | batch_69bebb8e5f1c819082f0b59e9524d6e8 |
completed | March 21, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc30029081909b5c937308fefcf2 |
completed | March 21, 2026, 3:41 p.m. |
| PD | Predicate disambiguation | batch_69bd715fe3a8819087d3065adddba515 |
completed | March 20, 2026, 4:10 p.m. |
Created at: March 20, 2026, 1:41 p.m.