Triple
T21729013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big D.O.L.L.A. |
E536349
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Talk Less
"Talk Less" is a hip-hop track by NBA star and rapper Damian Lillard, who records music under the stage name Big D.O.L.L.A.
|
E1500227
|
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: Talk Less | Statement: [Big D.O.L.L.A., hasTrack, Talk Less]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talk Less Context triple: [Big D.O.L.L.A., hasTrack, Talk Less]
-
A.
Say Less
"Say Less" is an energetic electronic dance track by American DJ and producer Dillon Francis, known for its heavy bass, festival-ready drops, and playful party vibe.
-
B.
How to Talk
"How to Talk" is a track by rapper Lil Uzi Vert from his studio album "Luv Is Rage 2," showcasing his melodic trap style and emotionally charged lyrics.
-
C.
No Long Talk
"No Long Talk" is a track by Canadian rapper Drake featuring British rapper Giggs from his 2017 playlist project *More Life*, known for its gritty delivery and UK-influenced sound.
-
D.
Talk That
"Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
-
E.
Talk To Me
"Talk To Me" is a 2022 Australian supernatural horror film about teenagers using a mysterious embalmed hand to communicate with spirits, directed by Danny and Michael Philippou.
- 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: Talk Less Triple: [Big D.O.L.L.A., hasTrack, Talk Less]
Generated description
"Talk Less" is a hip-hop track by NBA star and rapper Damian Lillard, who records music under the stage name Big D.O.L.L.A.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talk Less Target entity description: "Talk Less" is a hip-hop track by NBA star and rapper Damian Lillard, who records music under the stage name Big D.O.L.L.A.
-
A.
Say Less
"Say Less" is an energetic electronic dance track by American DJ and producer Dillon Francis, known for its heavy bass, festival-ready drops, and playful party vibe.
-
B.
How to Talk
"How to Talk" is a track by rapper Lil Uzi Vert from his studio album "Luv Is Rage 2," showcasing his melodic trap style and emotionally charged lyrics.
-
C.
No Long Talk
"No Long Talk" is a track by Canadian rapper Drake featuring British rapper Giggs from his 2017 playlist project *More Life*, known for its gritty delivery and UK-influenced sound.
-
D.
Talk That
"Talk That" is a track by Snoop Dogg featured on his 2011 studio album *Doggumentary*.
-
E.
Talk To Me
"Talk To Me" is a 2022 Australian supernatural horror film about teenagers using a mysterious embalmed hand to communicate with spirits, directed by Danny and Michael Philippou.
- 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_69e0c46d3284819099a4f9d5a704eb95 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69effd04c9648190922e8fa7c74ac1b5 |
completed | April 28, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a2ece628c8190b189516764b2ecdb |
completed | May 17, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_6a0a32fb6c2c81908ecdcf3acad3cf36 |
completed | May 17, 2026, 9:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a33b435e08190a595c32a3747d1fd |
completed | May 17, 2026, 9:31 p.m. |
Created at: April 16, 2026, 6:48 p.m.