Triple
T22576178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Listen!!! |
E544401
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Talib Kweli discography
Talib Kweli discography is the complete collection of albums, singles, collaborations, and other recorded works released by the American hip hop artist Talib Kweli.
|
E1543208
|
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: Talib Kweli discography | Statement: [Listen!!!, partOf, Talib Kweli discography]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talib Kweli discography Context triple: [Listen!!!, partOf, Talib Kweli discography]
-
A.
Raekwon discography
Raekwon discography is the complete collection of albums, singles, and other musical releases by Raekwon, the American rapper and member of the Wu-Tang Clan.
-
B.
Madlib discography
Madlib discography is the complete body of recorded work by the influential hip hop producer and rapper Madlib, spanning his solo projects, collaborations, and numerous aliases across genres.
-
C.
De La Soul discography
De La Soul discography is the complete collection of albums, singles, and other recordings released by the influential American hip hop trio De La Soul.
-
D.
Mobb Deep discography
The Mobb Deep discography is the complete collection of albums, singles, and other official releases by the Queensbridge hip hop duo Mobb Deep, showcasing their influential hardcore rap legacy.
-
E.
Tupac Shakur discography
Tupac Shakur discography is the complete collection of studio albums, posthumous releases, compilations, singles, and other recorded works by the influential American rapper Tupac Shakur.
- 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: Talib Kweli discography Triple: [Listen!!!, partOf, Talib Kweli discography]
Generated description
Talib Kweli discography is the complete collection of albums, singles, collaborations, and other recorded works released by the American hip hop artist Talib Kweli.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talib Kweli discography Target entity description: Talib Kweli discography is the complete collection of albums, singles, collaborations, and other recorded works released by the American hip hop artist Talib Kweli.
-
A.
Raekwon discography
Raekwon discography is the complete collection of albums, singles, and other musical releases by Raekwon, the American rapper and member of the Wu-Tang Clan.
-
B.
Madlib discography
Madlib discography is the complete body of recorded work by the influential hip hop producer and rapper Madlib, spanning his solo projects, collaborations, and numerous aliases across genres.
-
C.
De La Soul discography
De La Soul discography is the complete collection of albums, singles, and other recordings released by the influential American hip hop trio De La Soul.
-
D.
Mobb Deep discography
The Mobb Deep discography is the complete collection of albums, singles, and other official releases by the Queensbridge hip hop duo Mobb Deep, showcasing their influential hardcore rap legacy.
-
E.
Tupac Shakur discography
Tupac Shakur discography is the complete collection of studio albums, posthumous releases, compilations, singles, and other recorded works by the influential American rapper Tupac Shakur.
- 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_69e11e30d05481909df915354c89f0d6 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f15fecf1c8819091a05f2a1b93ca8a |
completed | April 29, 2026, 1:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b2d7cfd2c8190837ce262fbb96ec0 |
completed | May 18, 2026, 3:17 p.m. |
| NEDg | Description generation | batch_6a0b3648cb208190b749e343c3d5c88d |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b37002120819097bf1f6e56b6afe5 |
completed | May 18, 2026, 3:57 p.m. |
Created at: April 16, 2026, 8:53 p.m.