Triple
T5328308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G Herbo |
E123239
|
entity |
| Predicate | mixtape |
P24091
|
FINISHED |
| Object |
Humble Beast (Deluxe Edition) – Swervo-related tapes
"Humble Beast (Deluxe Edition) – Swervo-related tapes" is an expanded version of G Herbo’s project that ties together material from his introspective Humble Beast era with the more aggressive, alter-ego-driven Swervo tracks.
|
E512833
|
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: Humble Beast (Deluxe Edition) – Swervo-related tapes | Statement: [G Herbo, mixtape, Humble Beast (Deluxe Edition) – Swervo-related tapes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humble Beast (Deluxe Edition) – Swervo-related tapes Context triple: [G Herbo, mixtape, Humble Beast (Deluxe Edition) – Swervo-related tapes]
-
A.
Humble Mumble
"Humble Mumble" is a genre-blending hip hop track by OutKast featuring Erykah Badu, noted for its experimental production and introspective lyrics.
-
B.
The High End of Low
The High End of Low is a 2009 industrial rock album by Marilyn Manson known for its dark, introspective themes and return to a rawer, more personal sound.
-
C.
Shouts & Murmurs
Shouts & Murmurs is a long-running humor and satire column in The New Yorker known for its witty, often absurd short pieces by various writers.
-
D.
Shields: B-Sides
Shields: B-Sides is a companion EP by indie rock band Grizzly Bear featuring outtakes, remixes, and alternate versions of songs from their 2012 album Shields.
-
E.
Mogwai Fear Satan
"Mogwai Fear Satan" is an expansive, mostly instrumental post-rock track by Scottish band Mogwai, known for its dynamic shifts between quiet atmospherics and intense, distorted crescendos.
- 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: Humble Beast (Deluxe Edition) – Swervo-related tapes Triple: [G Herbo, mixtape, Humble Beast (Deluxe Edition) – Swervo-related tapes]
Generated description
"Humble Beast (Deluxe Edition) – Swervo-related tapes" is an expanded version of G Herbo’s project that ties together material from his introspective Humble Beast era with the more aggressive, alter-ego-driven Swervo tracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humble Beast (Deluxe Edition) – Swervo-related tapes Target entity description: "Humble Beast (Deluxe Edition) – Swervo-related tapes" is an expanded version of G Herbo’s project that ties together material from his introspective Humble Beast era with the more aggressive, alter-ego-driven Swervo tracks.
-
A.
Humble Mumble
"Humble Mumble" is a genre-blending hip hop track by OutKast featuring Erykah Badu, noted for its experimental production and introspective lyrics.
-
B.
The High End of Low
The High End of Low is a 2009 industrial rock album by Marilyn Manson known for its dark, introspective themes and return to a rawer, more personal sound.
-
C.
Shouts & Murmurs
Shouts & Murmurs is a long-running humor and satire column in The New Yorker known for its witty, often absurd short pieces by various writers.
-
D.
Shields: B-Sides
Shields: B-Sides is a companion EP by indie rock band Grizzly Bear featuring outtakes, remixes, and alternate versions of songs from their 2012 album Shields.
-
E.
Mogwai Fear Satan
"Mogwai Fear Satan" is an expansive, mostly instrumental post-rock track by Scottish band Mogwai, known for its dynamic shifts between quiet atmospherics and intense, distorted crescendos.
- 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_69bd46477f9081909d242a327d749466 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8593bd6c8190b2054e548ddf2458 |
completed | March 20, 2026, 5:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18b00f9c8190b3882f6112546b4a |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf194c53a48190b0895bbe9aa2f6f1 |
completed | March 21, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1a198418819089b25102733f9191 |
completed | March 21, 2026, 10:22 p.m. |
Created at: March 20, 2026, 2 p.m.