Triple
T4572345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toshiko Sato |
E123059
|
entity |
| Predicate | appearsInEpisode |
P795
|
FINISHED |
| Object |
Fragments
Fragments is an episode of the Doctor Who spin-off series Torchwood that explores the backstories and recruitment of the main Torchwood team members, including Toshiko Sato.
|
E454053
|
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: Fragments | Statement: [Toshiko Sato, appearsInEpisode, Fragments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fragments Context triple: [Toshiko Sato, appearsInEpisode, Fragments]
-
A.
Fragile Things
Fragile Things is a collection of short stories and poems by Neil Gaiman that blends fantasy, horror, and mythic themes in his signature darkly imaginative style.
-
B.
Piece by Piece
"Piece by Piece" is a pop ballad by American singer Kelly Clarkson that reflects on themes of abandonment and healing, widely recognized for its emotional live performances and autobiographical lyrics.
-
C.
Shards of Memory
Shards of Memory is a novel by Ruth Prawer Jhabvala that explores the intertwined lives and emotional histories of an Indian-European family across generations and continents.
-
D.
Figures in Black
Figures in Black is a critical work of literary and cultural analysis by Henry Louis Gates Jr. that explores Black representation, language, and identity in African American literature.
-
E.
On Sight
"On Sight" is the abrasive, electronic-influenced opening track from Kanye West's 2013 album *Yeezus*, known for its distorted production and confrontational tone.
- 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: Fragments Triple: [Toshiko Sato, appearsInEpisode, Fragments]
Generated description
Fragments is an episode of the Doctor Who spin-off series Torchwood that explores the backstories and recruitment of the main Torchwood team members, including Toshiko Sato.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fragments Target entity description: Fragments is an episode of the Doctor Who spin-off series Torchwood that explores the backstories and recruitment of the main Torchwood team members, including Toshiko Sato.
-
A.
Fragile Things
Fragile Things is a collection of short stories and poems by Neil Gaiman that blends fantasy, horror, and mythic themes in his signature darkly imaginative style.
-
B.
Piece by Piece
"Piece by Piece" is a pop ballad by American singer Kelly Clarkson that reflects on themes of abandonment and healing, widely recognized for its emotional live performances and autobiographical lyrics.
-
C.
Shards of Memory
Shards of Memory is a novel by Ruth Prawer Jhabvala that explores the intertwined lives and emotional histories of an Indian-European family across generations and continents.
-
D.
Figures in Black
Figures in Black is a critical work of literary and cultural analysis by Henry Louis Gates Jr. that explores Black representation, language, and identity in African American literature.
-
E.
On Sight
"On Sight" is the abrasive, electronic-influenced opening track from Kanye West's 2013 album *Yeezus*, known for its distorted production and confrontational tone.
- 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_69bd46466c7081909d07f36be2d08804 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd58c711408190a2b096daf57e6eac |
completed | March 20, 2026, 2:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdd3d709308190aeb6a71a9dabdd3c |
completed | March 20, 2026, 11:10 p.m. |
| NEDg | Description generation | batch_69bdd49a9b2081909843c6c53ee1cbdc |
completed | March 20, 2026, 11:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdd513d36c81909958dabb1acbe094 |
completed | March 20, 2026, 11:15 p.m. |
Created at: March 20, 2026, 1:10 p.m.