Triple
T14348794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Discovery of Witches |
E355796
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Satu Järvinen
Satu Järvinen is a powerful and ruthless Finnish witch who serves as a key antagonist in Deborah Harkness’s All Souls trilogy, particularly in "A Discovery of Witches."
|
E1092797
|
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: Satu Järvinen | Statement: [A Discovery of Witches, hasCharacter, Satu Järvinen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Satu Järvinen Context triple: [A Discovery of Witches, hasCharacter, Satu Järvinen]
-
A.
Ahti Heinla
Ahti Heinla is an Estonian computer programmer and entrepreneur best known as a co-founder of Skype and the robotics company Starship Technologies.
-
B.
Ahti Sonninen
Ahti Sonninen was a Finnish composer and music educator known for his choral works and contributions to 20th-century Finnish classical music.
-
C.
Antti Järvenpää
Antti Järvenpää is a Finnish public administrator who serves as the municipal manager of the municipality of Ruovesi.
-
D.
Raili Pietilä
Raili Pietilä was a prominent Finnish architect known for her innovative and organic modernist designs, often created in collaboration with her husband Reima Pietilä.
-
E.
Wiljo Tuompo
Wiljo Tuompo was a Finnish military officer best known for his leadership role during the Winter War, particularly in the defense against Soviet forces.
- 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: Satu Järvinen Triple: [A Discovery of Witches, hasCharacter, Satu Järvinen]
Generated description
Satu Järvinen is a powerful and ruthless Finnish witch who serves as a key antagonist in Deborah Harkness’s All Souls trilogy, particularly in "A Discovery of Witches."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Satu Järvinen Target entity description: Satu Järvinen is a powerful and ruthless Finnish witch who serves as a key antagonist in Deborah Harkness’s All Souls trilogy, particularly in "A Discovery of Witches."
-
A.
Ahti Heinla
Ahti Heinla is an Estonian computer programmer and entrepreneur best known as a co-founder of Skype and the robotics company Starship Technologies.
-
B.
Ahti Sonninen
Ahti Sonninen was a Finnish composer and music educator known for his choral works and contributions to 20th-century Finnish classical music.
-
C.
Antti Järvenpää
Antti Järvenpää is a Finnish public administrator who serves as the municipal manager of the municipality of Ruovesi.
-
D.
Raili Pietilä
Raili Pietilä was a prominent Finnish architect known for her innovative and organic modernist designs, often created in collaboration with her husband Reima Pietilä.
-
E.
Wiljo Tuompo
Wiljo Tuompo was a Finnish military officer best known for his leadership role during the Winter War, particularly in the defense against Soviet forces.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e8d081c8190ac805726a3e98f4c |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd46a12ad08190a2f0dc5890ed5ce9 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd4768edc881909a0c586b6d9568a3 |
completed | May 8, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd47eb7db08190a68f60b255073d8d |
completed | May 8, 2026, 2:18 a.m. |
Created at: April 10, 2026, 1:14 a.m.