Triple
T12201343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fabolous |
E290716
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
From Nothin’ to Somethin’
From Nothin’ to Somethin’ is a studio album by American rapper Fabolous that showcases his polished East Coast rap style and commercial sensibilities.
|
E971531
|
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: From Nothin’ to Somethin’ | Statement: [Fabolous, notableWork, From Nothin’ to Somethin’]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: From Nothin’ to Somethin’ Context triple: [Fabolous, notableWork, From Nothin’ to Somethin’]
-
A.
Say Somethin’
"Say Somethin’" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*, featuring rapper Snoop Dogg and produced by The Neptunes.
-
B.
19 Somethin'
"19 Somethin'" is a nostalgic country song by Mark Wills that reflects on growing up in the 1970s and 1980s.
-
C.
You Ain't the First
"You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
-
D.
Ain't Nothing 'Bout You
"Ain't Nothing 'Bout You" is a hit country song by the duo Brooks & Dunn, known for its catchy melody and romantic lyrics that helped it become one of their signature tracks.
-
E.
Alwayz into Somethin'
"Alwayz into Somethin'" is a 1991 gangsta rap track by N.W.A known for its hard-hitting production and aggressive lyrics that exemplify the group's influential West Coast sound.
- 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: From Nothin’ to Somethin’ Triple: [Fabolous, notableWork, From Nothin’ to Somethin’]
Generated description
From Nothin’ to Somethin’ is a studio album by American rapper Fabolous that showcases his polished East Coast rap style and commercial sensibilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: From Nothin’ to Somethin’ Target entity description: From Nothin’ to Somethin’ is a studio album by American rapper Fabolous that showcases his polished East Coast rap style and commercial sensibilities.
-
A.
Say Somethin’
"Say Somethin’" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*, featuring rapper Snoop Dogg and produced by The Neptunes.
-
B.
19 Somethin'
"19 Somethin'" is a nostalgic country song by Mark Wills that reflects on growing up in the 1970s and 1980s.
-
C.
You Ain't the First
"You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
-
D.
Ain't Nothing 'Bout You
"Ain't Nothing 'Bout You" is a hit country song by the duo Brooks & Dunn, known for its catchy melody and romantic lyrics that helped it become one of their signature tracks.
-
E.
Alwayz into Somethin'
"Alwayz into Somethin'" is a 1991 gangsta rap track by N.W.A known for its hard-hitting production and aggressive lyrics that exemplify the group's influential West Coast sound.
- 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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c79f6cc8190ae8163d2016078c0 |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a982e308190979245ac9643465a |
completed | May 2, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69f60bdbee288190991b08ae685bb401 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f610b8efe88190907e84247d9e8456 |
completed | May 2, 2026, 2:56 p.m. |
Created at: April 8, 2026, 9:50 p.m.