Triple
T8438659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quavious Keyate Marshall |
E199292
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object | Walk It Talk It |
E186777
|
NE FINISHED |
How this triple was built (2 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: Walk It Talk It | Statement: [Quavious Keyate Marshall, notableSong, Walk It Talk It]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walk It Talk It Context triple: [Quavious Keyate Marshall, notableSong, Walk It Talk It]
-
A.
Walk It Talk It
chosen
"Walk It Talk It" is a popular hip-hop track by Migos featuring Drake, known for its catchy hook and retro Soul Train-inspired music video.
-
B.
Walk It Out
"Walk It Out" is a song by American singer and actress Jennifer Hudson.
-
C.
Taking a Walk
"Taking a Walk" is a melodic, introspective hip-hop track by Trippie Redd known for its atmospheric production and emotionally charged vocals.
-
D.
Let’s Take a Walk
"Let’s Take a Walk" is a song featured on the album *The Way I See It* by soul singer Raphael Saadiq.
-
E.
Walk it like I talk it
"Walk it like I talk it" is a catchy, repetitive hook line popularized in hip-hop culture, emphasizing authenticity by matching one’s actions to one’s words.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe135657c81908ed8156fbfbef6ec |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d87403c8190b979af4979e43517 |
completed | April 2, 2026, 7:40 a.m. |
Created at: March 30, 2026, 6:08 p.m.