Triple
T11794806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Wraysford |
E280476
|
entity |
| Predicate | hasLoveAffairWith |
P23617
|
FINISHED |
| Object | Isabelle Azaire |
E281380
|
NE FINISHED |
How this triple was built (3 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: Isabelle Azaire | Statement: [Stephen Wraysford, hasLoveAffairWith, Isabelle Azaire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isabelle Azaire Context triple: [Stephen Wraysford, hasLoveAffairWith, Isabelle Azaire]
-
A.
Isabelle Azaire
chosen
Isabelle Azaire is a central character in Sebastian Faulks's World War I novel "Birdsong," known for her complex emotional life and transformative love affair with the protagonist, Stephen Wraysford.
-
B.
Amandine Malkovich
Amandine Malkovich is one of the children of American actor and filmmaker John Malkovich.
-
C.
Magali Noël
Magali Noël was a French actress and singer best known for her roles in European art cinema, particularly in Federico Fellini’s films.
-
D.
Sylvie Dorléac
Sylvie Dorléac is a French actress and member of a prominent film family, known as the sister of iconic cinema star Catherine Deneuve.
-
E.
Ludivine Sagnier
Ludivine Sagnier is a French actress known for her versatile performances in both art-house and mainstream films, as well as in international television series.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLoveAffairWith Context triple: [Stephen Wraysford, hasLoveAffairWith, Isabelle Azaire]
-
A.
hasRomanticTensionWith
Indicates a mutual or one-sided romantic attraction or unresolved romantic interest existing between two entities.
-
B.
hasAffairWith
chosen
Indicates that one entity is engaged in a secret or illicit romantic or sexual relationship with another entity, typically outside a committed partnership.
-
C.
hasConcubineFrom
Indicates that a person has a concubine whose origin or affiliation is from a specified place or source.
-
D.
inRelationshipWith
Indicates that two entities are mutually involved in a defined personal, romantic, or partnership relationship with each other.
-
E.
loveInterestPortrayedBy
Indicates that a character’s romantic interest is depicted or played by a particular actor or performer.
- F. None of above.
Provenance (4 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a082d08190a42541396a06ed98 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f09115c66c8190b0a3e775bdf575c1 |
completed | April 28, 2026, 10:51 a.m. |
| PD | Predicate disambiguation | batch_69d8a2491f048190853239bc05090bf4 |
completed | April 10, 2026, 7:10 a.m. |
Created at: April 8, 2026, 9:42 p.m.