Triple
T19550578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Against the Current |
E489187
|
entity |
| Predicate | hasSong |
P20452
|
FINISHED |
| Object | Talk |
—
|
NE NERFINISHED |
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: Talk | Statement: [Against the Current, hasSong, Talk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talk Context triple: [Against the Current, hasSong, Talk]
-
A.
Talk
"Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
-
B.
TalkTalk
TalkTalk is a UK-based telecommunications company that provides broadband, TV, and phone services to residential and business customers.
-
C.
Conversation
"Conversation" is a song featured on Janet Jackson's 1986 breakthrough album "Control."
-
D.
Speak
"Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
-
E.
Speak
"Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talk Target entity description: "Talk" is a song by the American pop-rock band Against the Current, known for their energetic style and emotionally charged lyrics.
-
A.
Talk
"Talk" is a hit R&B/pop single by American singer Khalid, known for its smooth production and introspective lyrics about communication in relationships.
-
B.
TalkTalk
TalkTalk is a UK-based telecommunications company that provides broadband, TV, and phone services to residential and business customers.
-
C.
Conversation
"Conversation" is a song featured on Janet Jackson's 1986 breakthrough album "Control."
-
D.
Speak
"Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
-
E.
Speak
"Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
- F. None of above. chosen
Provenance (2 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63d2feed48190ad49f64980dc885f |
completed | April 20, 2026, 2:50 p.m. |
Created at: April 10, 2026, 1:41 p.m.