Triple
T13931248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loyal |
E334996
|
entity |
| Predicate | hasPerformer |
P5936
|
FINISHED |
| Object |
Kirko Bangz
Kirko Bangz is an American rapper and singer from Houston, Texas, best known for his 2011 hit single "Drank In My Cup."
|
E1069167
|
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: Kirko Bangz | Statement: [Loyal, hasPerformer, Kirko Bangz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kirko Bangz Context triple: [Loyal, hasPerformer, Kirko Bangz]
-
A.
Krizz Kaliko
Krizz Kaliko is an American rapper, singer, and songwriter known for his versatile vocal style and long-time collaborations within the Strange Music label.
-
B.
Waka Flocka Flame
Waka Flocka Flame is an American rapper known for his aggressive trap sound and hits like "No Hands" and "Hard in da Paint."
-
C.
Kevin Gates
Kevin Gates is an American rapper and singer known for his emotionally raw lyrics, melodic Southern trap sound, and projects like the album "Islah."
-
D.
B-Banks
B-Banks is a music producer known for crafting beats and soundscapes, particularly in collaboration with the artist Street OT.
-
E.
Yung Joc
Yung Joc is an American rapper from Atlanta best known for his mid-2000s hit single "It's Goin' Down" and his contributions to Southern hip hop.
- 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: Kirko Bangz Triple: [Loyal, hasPerformer, Kirko Bangz]
Generated description
Kirko Bangz is an American rapper and singer from Houston, Texas, best known for his 2011 hit single "Drank In My Cup."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kirko Bangz Target entity description: Kirko Bangz is an American rapper and singer from Houston, Texas, best known for his 2011 hit single "Drank In My Cup."
-
A.
Krizz Kaliko
Krizz Kaliko is an American rapper, singer, and songwriter known for his versatile vocal style and long-time collaborations within the Strange Music label.
-
B.
Waka Flocka Flame
Waka Flocka Flame is an American rapper known for his aggressive trap sound and hits like "No Hands" and "Hard in da Paint."
-
C.
Kevin Gates
Kevin Gates is an American rapper and singer known for his emotionally raw lyrics, melodic Southern trap sound, and projects like the album "Islah."
-
D.
B-Banks
B-Banks is a music producer known for crafting beats and soundscapes, particularly in collaboration with the artist Street OT.
-
E.
Yung Joc
Yung Joc is an American rapper from Atlanta best known for his mid-2000s hit single "It's Goin' Down" and his contributions to Southern hip hop.
- 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_69d81c5f739081908bc05b2461f54828 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2cf13b2881908a48058a719d3745 |
completed | April 14, 2026, 12:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce8452648190b7392d75eb1ca874 |
completed | May 3, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69f7cf37cd7c81908f4da2495403bc6c |
completed | May 3, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7cfee80a881909de648b20043bf6d |
completed | May 3, 2026, 10:45 p.m. |
Created at: April 9, 2026, 10:16 p.m.