Triple
T5160125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludaversal |
E116414
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Good Lovin'
"Good Lovin'" is a hip hop/R&B track by Ludacris, featured on his album "Ludaversal" and known for its smooth, romantic vibe.
|
E497299
|
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: Good Lovin' | Statement: [Ludaversal, hasTrack, Good Lovin']
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Good Lovin' Context triple: [Ludaversal, hasTrack, Good Lovin']
-
A.
The Clovers
The Clovers were a popular American R&B and doo-wop vocal group of the 1950s known for hits like "Love Potion No. 9" and their influential harmonies.
-
B.
The Music Machine
The Music Machine was a 1960s American garage rock band best known for its fuzz-drenched, proto-punk sound and the hit single "Talk Talk."
-
C.
The 5th Dimension
The 5th Dimension is an American pop and R&B vocal group best known for its lush harmonies and late-1960s hits like "Aquarius/Let the Sunshine In" and "Up, Up and Away."
-
D.
The Lovin' Spoonful
The Lovin' Spoonful is an American rock band formed in the 1960s, best known for its folk-rock and sunshine pop hits like "Do You Believe in Magic" and "Summer in the City."
-
E.
The Roulettes
The Roulettes were a 1960s British rock and beat group best known for serving as the backing band for pop singer Adam Faith.
- 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: Good Lovin' Triple: [Ludaversal, hasTrack, Good Lovin']
Generated description
"Good Lovin'" is a hip hop/R&B track by Ludacris, featured on his album "Ludaversal" and known for its smooth, romantic vibe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Good Lovin' Target entity description: "Good Lovin'" is a hip hop/R&B track by Ludacris, featured on his album "Ludaversal" and known for its smooth, romantic vibe.
-
A.
The Clovers
The Clovers were a popular American R&B and doo-wop vocal group of the 1950s known for hits like "Love Potion No. 9" and their influential harmonies.
-
B.
The Music Machine
The Music Machine was a 1960s American garage rock band best known for its fuzz-drenched, proto-punk sound and the hit single "Talk Talk."
-
C.
The 5th Dimension
The 5th Dimension is an American pop and R&B vocal group best known for its lush harmonies and late-1960s hits like "Aquarius/Let the Sunshine In" and "Up, Up and Away."
-
D.
The Lovin' Spoonful
The Lovin' Spoonful is an American rock band formed in the 1960s, best known for its folk-rock and sunshine pop hits like "Do You Believe in Magic" and "Summer in the City."
-
E.
The Roulettes
The Roulettes were a 1960s British rock and beat group best known for serving as the backing band for pop singer Adam Faith.
- 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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd790613bc819084765cd4ea648dc9 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed01ce48081908813348b762bf1b0 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed08b4acc819096e7fd2fd9dbc73a |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed103a1088190abca6e7d1fbd9c2b |
completed | March 21, 2026, 5:10 p.m. |
Created at: March 20, 2026, 1:44 p.m.