Triple
T5328315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G Herbo |
E123239
|
entity |
| Predicate | studioAlbum |
P25507
|
FINISHED |
| Object |
Humble Beast
Humble Beast is the debut studio album by Chicago rapper G Herbo, showcasing his gritty storytelling and introspective take on street life.
|
E512834
|
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 | Statement: [G Herbo, studioAlbum, Humble Beast]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humble Beast Context triple: [G Herbo, studioAlbum, Humble Beast]
-
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 Overwhelming
The Overwhelming is an English rendering of the Arabic term "Al-Ghashiyah," referring to the all-encompassing event of the Day of Judgment described in the Qur'anic chapter Surah Al-Ghashiyah.
-
C.
Achin’ to Be
"Achin’ to Be" is a punk rock song by the American band Pinhead Gunpowder, known for its melodic hooks and association with Green Day’s Billie Joe Armstrong.
-
D.
Hush
"Hush" is a critically acclaimed, largely dialogue-free horror episode of *Buffy the Vampire Slayer* renowned for its eerie villains, The Gentlemen, and its inventive use of silence.
-
E.
Eat My Dust
Eat My Dust is a high-energy racing track featured in the game Mutable Set, known for its fast-paced design and competitive gameplay.
- 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 Triple: [G Herbo, studioAlbum, Humble Beast]
Generated description
Humble Beast is the debut studio album by Chicago rapper G Herbo, showcasing his gritty storytelling and introspective take on street life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humble Beast Target entity description: Humble Beast is the debut studio album by Chicago rapper G Herbo, showcasing his gritty storytelling and introspective take on street life.
-
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 Overwhelming
The Overwhelming is an English rendering of the Arabic term "Al-Ghashiyah," referring to the all-encompassing event of the Day of Judgment described in the Qur'anic chapter Surah Al-Ghashiyah.
-
C.
Achin’ to Be
"Achin’ to Be" is a punk rock song by the American band Pinhead Gunpowder, known for its melodic hooks and association with Green Day’s Billie Joe Armstrong.
-
D.
Hush
"Hush" is a critically acclaimed, largely dialogue-free horror episode of *Buffy the Vampire Slayer* renowned for its eerie villains, The Gentlemen, and its inventive use of silence.
-
E.
Eat My Dust
Eat My Dust is a high-energy racing track featured in the game Mutable Set, known for its fast-paced design and competitive gameplay.
- 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.