Triple
T14517573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G-Eazy |
E340562
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Must Be Nice
Must Be Nice is an early independent studio album by American rapper G-Eazy that helped establish his laid-back, sample-driven hip-hop style and grow his fanbase.
|
E1103146
|
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: Must Be Nice | Statement: [G-Eazy, notableWork, Must Be Nice]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Must Be Nice Context triple: [G-Eazy, notableWork, Must Be Nice]
-
A.
Be Nice
"Be Nice" is a song by the American hip hop group Black Eyed Peas featuring Snoop Dogg, known for its upbeat message promoting kindness and positivity.
-
B.
Everything Nice
"Everything Nice" is a popular dancehall song by Jamaican artist Popcaan, known for its laid-back vibe and themes of gratitude and enjoyment of life.
-
C.
It Isn’t Nice
"It Isn’t Nice" is a protest song by folk singer-songwriter Malvina Reynolds that criticizes social complacency and defends direct action in the struggle for civil rights and social justice.
-
D.
Nice To Have
"Nice To Have" is a song by American rapper and singer Danielle Balbuena, known professionally as 070 Shake, showcasing her emotive, genre-blending style.
-
E.
How Good We Can Be
"How Good We Can Be" is a political and economic analysis book by British writer Will Hutton that argues for a fairer, more socially just form of capitalism in the UK.
- 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: Must Be Nice Triple: [G-Eazy, notableWork, Must Be Nice]
Generated description
Must Be Nice is an early independent studio album by American rapper G-Eazy that helped establish his laid-back, sample-driven hip-hop style and grow his fanbase.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Must Be Nice Target entity description: Must Be Nice is an early independent studio album by American rapper G-Eazy that helped establish his laid-back, sample-driven hip-hop style and grow his fanbase.
-
A.
Be Nice
"Be Nice" is a song by the American hip hop group Black Eyed Peas featuring Snoop Dogg, known for its upbeat message promoting kindness and positivity.
-
B.
Everything Nice
"Everything Nice" is a popular dancehall song by Jamaican artist Popcaan, known for its laid-back vibe and themes of gratitude and enjoyment of life.
-
C.
It Isn’t Nice
"It Isn’t Nice" is a protest song by folk singer-songwriter Malvina Reynolds that criticizes social complacency and defends direct action in the struggle for civil rights and social justice.
-
D.
Nice To Have
"Nice To Have" is a song by American rapper and singer Danielle Balbuena, known professionally as 070 Shake, showcasing her emotive, genre-blending style.
-
E.
How Good We Can Be
"How Good We Can Be" is a political and economic analysis book by British writer Will Hutton that argues for a fairer, more socially just form of capitalism in the UK.
- 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_69d822d9c0408190b9a2b3643e58bb4d |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69de9a6f50208190b687b505f5cd1aa2 |
completed | April 14, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6da80dc88190afa96760efb0c7de |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6f24431c81908a25ad81c28da56d |
completed | May 8, 2026, 5:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6ff5a58881909987fa653e58a197 |
completed | May 8, 2026, 5:09 a.m. |
Created at: April 10, 2026, 1:22 a.m.