Triple
T22843844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cosmogramma |
E566159
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Mmmhmm (feat. Thundercat)
"Mmmhmm (feat. Thundercat)" is a jazz-influenced electronic track by Flying Lotus featuring bassist and vocalist Thundercat, known for its intricate rhythms and lush, experimental sound.
|
E1557068
|
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: Mmmhmm (feat. Thundercat) | Statement: [Cosmogramma, hasTrack, Mmmhmm (feat. Thundercat)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mmmhmm (feat. Thundercat) Context triple: [Cosmogramma, hasTrack, Mmmhmm (feat. Thundercat)]
-
A.
Kamaal the Abstract
Kamaal the Abstract is the stage name and alter ego of rapper and producer Q-Tip, known for his influential work with A Tribe Called Quest and his innovative, jazz-infused approach to hip-hop.
-
B.
Humble Mumble
"Humble Mumble" is a genre-blending hip hop track by OutKast featuring Erykah Badu, noted for its experimental production and introspective lyrics.
-
C.
Hey Mama
"Hey Mama" is a soulful, roots-influenced track by Nathaniel Rateliff & The Night Sweats that blends heartfelt lyrics with their signature retro-tinged rock and R&B sound.
-
D.
Hey Mama
"Hey Mama" is a hit hip hop/dance-pop single by the Black Eyed Peas known for its reggae-influenced sound and prominent use in early 2000s media and advertising.
-
E.
Hey Mama
"Hey Mama" is a popular electronic dance track by Afrojack, best known for its energetic beat and club-friendly production.
- 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: Mmmhmm (feat. Thundercat) Triple: [Cosmogramma, hasTrack, Mmmhmm (feat. Thundercat)]
Generated description
"Mmmhmm (feat. Thundercat)" is a jazz-influenced electronic track by Flying Lotus featuring bassist and vocalist Thundercat, known for its intricate rhythms and lush, experimental sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mmmhmm (feat. Thundercat) Target entity description: "Mmmhmm (feat. Thundercat)" is a jazz-influenced electronic track by Flying Lotus featuring bassist and vocalist Thundercat, known for its intricate rhythms and lush, experimental sound.
-
A.
Kamaal the Abstract
Kamaal the Abstract is the stage name and alter ego of rapper and producer Q-Tip, known for his influential work with A Tribe Called Quest and his innovative, jazz-infused approach to hip-hop.
-
B.
Humble Mumble
"Humble Mumble" is a genre-blending hip hop track by OutKast featuring Erykah Badu, noted for its experimental production and introspective lyrics.
-
C.
Hey Mama
"Hey Mama" is a soulful, roots-influenced track by Nathaniel Rateliff & The Night Sweats that blends heartfelt lyrics with their signature retro-tinged rock and R&B sound.
-
D.
Hey Mama
"Hey Mama" is a hit hip hop/dance-pop single by the Black Eyed Peas known for its reggae-influenced sound and prominent use in early 2000s media and advertising.
-
E.
Hey Mama
"Hey Mama" is a popular electronic dance track by Afrojack, best known for its energetic beat and club-friendly production.
- 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_69e245869e188190a196584f36e682da |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e8726d4819095b4d999b4172ff7 |
completed | April 29, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ba7b750a08190904c11a33ea19cce |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba84676f8819099e4ad46797387d9 |
completed | May 19, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba8fa53a88190a0029d884308ffd6 |
completed | May 19, 2026, 12:04 a.m. |
Created at: April 17, 2026, 3:36 p.m.