Triple
T10404844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ab-Soul |
E245233
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Do Better
"Do Better" is a reflective and introspective hip-hop track by Ab-Soul that grapples with personal growth, grief, and self-improvement.
|
E861815
|
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: Do Better | Statement: [Ab-Soul, notableSong, Do Better]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Do Better Context triple: [Ab-Soul, notableSong, Do Better]
-
A.
Even Better
Even Better is a Clinique skincare and makeup line focused on improving skin tone, radiance, and discoloration.
-
B.
Better and Worse
"Better and Worse" is a song by the band On Purpose.
-
C.
In a Better World
In a Better World is a 2010 Danish drama film directed by Susanne Bier that explores themes of revenge, forgiveness, and moral responsibility through intertwined stories in Denmark and an African refugee camp.
-
D.
It’s Better People
"It’s Better People" is a song by the English rock band Oasis, released as the B-side to their 1995 single "Roll With It."
-
E.
Make It Better
Make It Better is a component or subdivision associated with Ventura, likely focused on improvement or enhancement initiatives within that broader entity.
- 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: Do Better Triple: [Ab-Soul, notableSong, Do Better]
Generated description
"Do Better" is a reflective and introspective hip-hop track by Ab-Soul that grapples with personal growth, grief, and self-improvement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Do Better Target entity description: "Do Better" is a reflective and introspective hip-hop track by Ab-Soul that grapples with personal growth, grief, and self-improvement.
-
A.
Even Better
Even Better is a Clinique skincare and makeup line focused on improving skin tone, radiance, and discoloration.
-
B.
Better and Worse
"Better and Worse" is a song by the band On Purpose.
-
C.
In a Better World
In a Better World is a 2010 Danish drama film directed by Susanne Bier that explores themes of revenge, forgiveness, and moral responsibility through intertwined stories in Denmark and an African refugee camp.
-
D.
It’s Better People
"It’s Better People" is a song by the English rock band Oasis, released as the B-side to their 1995 single "Roll With It."
-
E.
Make It Better
Make It Better is a component or subdivision associated with Ventura, likely focused on improvement or enhancement initiatives within that broader entity.
- 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_69d381be340c8190b05998703d42d224 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9e5fb58819081d7d3e1dc625197 |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fbe721b48190a4fd0c1d839c580e |
completed | April 9, 2026, 7:20 p.m. |
| NEDg | Description generation | batch_69d822d597088190bf3dca85e1ddb890 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859cc1aac8190ab232bb4e4e4fac1 |
completed | April 10, 2026, 2 a.m. |
Created at: April 6, 2026, 12:08 p.m.