Triple
T16994850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Good Machine |
E412287
|
entity |
| Predicate | produced |
P490
|
FINISHED |
| Object | Walking and Talking |
E741099
|
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: Walking and Talking | Statement: [Good Machine, produced, Walking and Talking]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walking and Talking Context triple: [Good Machine, produced, Walking and Talking]
-
A.
Walking and Talking
chosen
Walking and Talking is a 1996 indie romantic comedy-drama film that follows the evolving friendship and romantic misadventures of two women in New York City.
-
B.
Walking About
"Walking About" is an EP by the Australian punk rock band Venom P. Stinger, showcasing their raw, aggressive sound and experimental edge.
-
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.
Walk It Talk It
"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.
-
E.
Walk with Me
Walk with Me is a breakout EP by British grime artist Bugzy Malone that helped establish his reputation in the UK music scene.
- 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d285f35881908c32b2f27ba7f0ac |
completed | April 18, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00dc16fbdc819095411a056b9942c3 |
completed | May 10, 2026, 7:27 p.m. |
Created at: April 10, 2026, 5:32 a.m.