Triple
T11198560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byron Bay Bluesfest |
E264981
|
entity |
| Predicate | hasNotablePerformer |
P17435
|
FINISHED |
| Object |
Michael Franti & Spearhead
Michael Franti & Spearhead is an American band led by singer-songwriter Michael Franti, known for its socially conscious blend of hip hop, reggae, funk, and rock.
|
E909529
|
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: Michael Franti & Spearhead | Statement: [Byron Bay Bluesfest, hasNotablePerformer, Michael Franti & Spearhead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Franti & Spearhead Context triple: [Byron Bay Bluesfest, hasNotablePerformer, Michael Franti & Spearhead]
-
A.
Nappy Roots
Nappy Roots is an American alternative Southern rap group best known for their early-2000s hits like "Awnaw" and "Po' Folks," blending soulful production with socially conscious, down-to-earth lyrics.
-
B.
Cypress Hill
Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
-
C.
G. Love & Special Sauce
G. Love & Special Sauce is an American band known for its laid-back fusion of blues, hip hop, and alternative rock, fronted by singer-guitarist G. Love.
-
D.
Shabazz Palaces
Shabazz Palaces is an experimental hip-hop duo from Seattle known for their avant-garde production, abstract lyricism, and boundary-pushing approach to rap music.
-
E.
The Roots
The Roots are a critically acclaimed American hip hop band from Philadelphia known for their live instrumentation and role as the house band for The Tonight Show Starring Jimmy Fallon.
- 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: Michael Franti & Spearhead Triple: [Byron Bay Bluesfest, hasNotablePerformer, Michael Franti & Spearhead]
Generated description
Michael Franti & Spearhead is an American band led by singer-songwriter Michael Franti, known for its socially conscious blend of hip hop, reggae, funk, and rock.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Franti & Spearhead Target entity description: Michael Franti & Spearhead is an American band led by singer-songwriter Michael Franti, known for its socially conscious blend of hip hop, reggae, funk, and rock.
-
A.
Nappy Roots
Nappy Roots is an American alternative Southern rap group best known for their early-2000s hits like "Awnaw" and "Po' Folks," blending soulful production with socially conscious, down-to-earth lyrics.
-
B.
Cypress Hill
Cypress Hill is a pioneering American hip hop group from South Gate, California, known for their distinctive Latin-influenced sound, advocacy of cannabis legalization, and hits like "Insane in the Brain."
-
C.
G. Love & Special Sauce
G. Love & Special Sauce is an American band known for its laid-back fusion of blues, hip hop, and alternative rock, fronted by singer-guitarist G. Love.
-
D.
Shabazz Palaces
Shabazz Palaces is an experimental hip-hop duo from Seattle known for their avant-garde production, abstract lyricism, and boundary-pushing approach to rap music.
-
E.
The Roots
The Roots are a critically acclaimed American hip hop band from Philadelphia known for their live instrumentation and role as the house band for The Tonight Show Starring Jimmy Fallon.
- 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_69d6aa9eb9248190b20211772621b4bc |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8c1e9f88190b2b42326aba9d778 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4841038e48190bc6efdf91c8a8199 |
completed | April 19, 2026, 7:28 a.m. |
| NEDg | Description generation | batch_69e48718731c819084ae4ab94e79ca29 |
completed | April 19, 2026, 7:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e487f99abc8190a789286a4fc13eff |
completed | April 19, 2026, 7:44 a.m. |
Created at: April 8, 2026, 9:29 p.m.