Triple
T14474608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G. Love & Special Sauce |
E358935
|
entity |
| Predicate | notableAlbum |
P4
|
FINISHED |
| Object |
The Hustle
The Hustle is a studio album by the American alternative hip hop and blues band G. Love & Special Sauce, showcasing their laid-back groove and genre-blending style.
|
E1101660
|
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: The Hustle | Statement: [G. Love & Special Sauce, notableAlbum, The Hustle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Hustle Context triple: [G. Love & Special Sauce, notableAlbum, The Hustle]
-
A.
The Hustle
The Hustle is a 2019 comedy film starring Anne Hathaway and Rebel Wilson as con artists who compete and collaborate in a gender-flipped reimagining of the classic scam-artist storyline.
-
B.
Hustle
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
-
C.
Hustle & Ball
Hustle & Ball is a track from Snoop Dogg’s 1998 gangsta rap album "Da Game Is to Be Sold, Not to Be Told."
-
D.
Can’t Knock the Hustle
"Can’t Knock the Hustle" is a classic hip-hop track by Jay-Z featuring Mary J. Blige, known for its smooth production and reflective lyrics about ambition and street life.
-
E.
The Art of Hustle
The Art of Hustle is a studio album by American rapper Yo Gotti that showcases his street-oriented Southern hip hop style and solidified his mainstream presence.
- 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: The Hustle Triple: [G. Love & Special Sauce, notableAlbum, The Hustle]
Generated description
The Hustle is a studio album by the American alternative hip hop and blues band G. Love & Special Sauce, showcasing their laid-back groove and genre-blending style.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Hustle Target entity description: The Hustle is a studio album by the American alternative hip hop and blues band G. Love & Special Sauce, showcasing their laid-back groove and genre-blending style.
-
A.
The Hustle
The Hustle is a 2019 comedy film starring Anne Hathaway and Rebel Wilson as con artists who compete and collaborate in a gender-flipped reimagining of the classic scam-artist storyline.
-
B.
Hustle
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
-
C.
Hustle & Ball
Hustle & Ball is a track from Snoop Dogg’s 1998 gangsta rap album "Da Game Is to Be Sold, Not to Be Told."
-
D.
Can’t Knock the Hustle
"Can’t Knock the Hustle" is a classic hip-hop track by Jay-Z featuring Mary J. Blige, known for its smooth production and reflective lyrics about ambition and street life.
-
E.
The Art of Hustle
The Art of Hustle is a studio album by American rapper Yo Gotti that showcases his street-oriented Southern hip hop style and solidified his mainstream presence.
- 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_69d827966698819082e140837737501d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91fc1fc48190842b09aa03ba79f8 |
completed | April 14, 2026, 7:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd64a0553081909fd88d8f39ed1a01 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd698579588190a49f6c7a91266117 |
completed | May 8, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6a6060488190ab5662037b52c591 |
completed | May 8, 2026, 4:45 a.m. |
Created at: April 10, 2026, 1:20 a.m.