Triple
T4572340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toshiko Sato |
E123059
|
entity |
| Predicate | appearsInEpisode |
P795
|
FINISHED |
| Object |
Kiss Kiss, Bang Bang
"Kiss Kiss, Bang Bang" is an episode of the science fiction television series Torchwood, notable for exploring the complicated past relationship between Captain Jack Harkness and the charismatic conman Captain John Hart.
|
E454049
|
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: Kiss Kiss, Bang Bang | Statement: [Toshiko Sato, appearsInEpisode, Kiss Kiss, Bang Bang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kiss Kiss, Bang Bang Context triple: [Toshiko Sato, appearsInEpisode, Kiss Kiss, Bang Bang]
-
A.
Kiss Me
"Kiss Me" is the smooth, jazz-influenced theme song best known for its use in the opening credits of the classic American sitcom *The Cosby Show*.
-
B.
Bang Bang
"Bang Bang" is a 2014 pop/R&B hit single by Jessie J, Ariana Grande, and Nicki Minaj known for its powerful vocals and energetic, brass-driven production.
-
C.
Bang Bang
"Bang Bang" is a politically charged punk rock song by Green Day from their album "Revolution Radio."
-
D.
The Shoop Shoop Song (It’s in His Kiss)
"The Shoop Shoop Song (It’s in His Kiss)" is a 1964 pop song, originally recorded by Betty Everett, that became widely known through Cher’s hit 1990s cover featured in the film "Mermaids."
-
E.
Kiss the Girl
"Kiss the Girl" is a popular romantic song from Disney's animated film The Little Mermaid, featured during a scene where Sebastian encourages Prince Eric to kiss Ariel.
- 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: Kiss Kiss, Bang Bang Triple: [Toshiko Sato, appearsInEpisode, Kiss Kiss, Bang Bang]
Generated description
"Kiss Kiss, Bang Bang" is an episode of the science fiction television series Torchwood, notable for exploring the complicated past relationship between Captain Jack Harkness and the charismatic conman Captain John Hart.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kiss Kiss, Bang Bang Target entity description: "Kiss Kiss, Bang Bang" is an episode of the science fiction television series Torchwood, notable for exploring the complicated past relationship between Captain Jack Harkness and the charismatic conman Captain John Hart.
-
A.
Kiss Me
"Kiss Me" is the smooth, jazz-influenced theme song best known for its use in the opening credits of the classic American sitcom *The Cosby Show*.
-
B.
Bang Bang
"Bang Bang" is a 2014 pop/R&B hit single by Jessie J, Ariana Grande, and Nicki Minaj known for its powerful vocals and energetic, brass-driven production.
-
C.
Bang Bang
"Bang Bang" is a politically charged punk rock song by Green Day from their album "Revolution Radio."
-
D.
The Shoop Shoop Song (It’s in His Kiss)
"The Shoop Shoop Song (It’s in His Kiss)" is a 1964 pop song, originally recorded by Betty Everett, that became widely known through Cher’s hit 1990s cover featured in the film "Mermaids."
-
E.
Kiss the Girl
"Kiss the Girl" is a popular romantic song from Disney's animated film The Little Mermaid, featured during a scene where Sebastian encourages Prince Eric to kiss Ariel.
- 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.