Triple
T7418018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Never Really Over |
E171176
|
entity |
| Predicate | nextSingle |
P25313
|
FINISHED |
| Object |
Small Talk
"Small Talk" is a pop song by American singer Katy Perry, released as a follow-up single to her track "Never Really Over."
|
E664077
|
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: Small Talk | Statement: [Never Really Over, nextSingle, Small Talk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Small Talk Context triple: [Never Really Over, nextSingle, Small Talk]
-
A.
Little Talks
"Little Talks" is a 2011 indie folk-pop song by Icelandic band Of Monsters and Men that became their international breakout hit.
-
B.
Gespräche
Gespräche is a collection of dialogues and prose pieces by Austrian writer Hugo von Hofmannsthal that explores philosophical, aesthetic, and psychological themes in a highly refined literary style.
-
C.
Conversation Piece
Conversation Piece is a 1974 Italian-French drama film by Luchino Visconti that explores class conflict, aging, and cultural decay through the story of a reclusive professor whose quiet life is disrupted by new tenants in his palazzo.
-
D.
Talking It Over
Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
-
E.
Something to Talk About
"Something to Talk About" is a 1995 romantic comedy-drama film starring Julia Roberts and Dennis Quaid that explores infidelity and self-discovery in a Southern small-town setting.
- 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: Small Talk Triple: [Never Really Over, nextSingle, Small Talk]
Generated description
"Small Talk" is a pop song by American singer Katy Perry, released as a follow-up single to her track "Never Really Over."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Small Talk Target entity description: "Small Talk" is a pop song by American singer Katy Perry, released as a follow-up single to her track "Never Really Over."
-
A.
Little Talks
"Little Talks" is a 2011 indie folk-pop song by Icelandic band Of Monsters and Men that became their international breakout hit.
-
B.
Gespräche
Gespräche is a collection of dialogues and prose pieces by Austrian writer Hugo von Hofmannsthal that explores philosophical, aesthetic, and psychological themes in a highly refined literary style.
-
C.
Conversation Piece
Conversation Piece is a 1974 Italian-French drama film by Luchino Visconti that explores class conflict, aging, and cultural decay through the story of a reclusive professor whose quiet life is disrupted by new tenants in his palazzo.
-
D.
Talking It Over
Talking It Over is a novel by British author Julian Barnes that explores a love triangle through multiple, often unreliable first-person narrators.
-
E.
Something to Talk About
"Something to Talk About" is a 1995 romantic comedy-drama film starring Julia Roberts and Dennis Quaid that explores infidelity and self-discovery in a Southern small-town setting.
- 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_69c68a625d048190af70eb8b63bec5a0 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2c9314c8190855b79a2e6ef3e9b |
completed | March 27, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81eed92888190bf9d11ab91378fa9 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c820cc51d0819083e5a939f9101f92 |
completed | March 28, 2026, 6:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8230e2b3481909a6460a38be2a478 |
completed | March 28, 2026, 6:50 p.m. |
Created at: March 27, 2026, 3:11 p.m.