Triple
T6882644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TLC |
E158835
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Ain't 2 Proud 2 Beg
"Ain't 2 Proud 2 Beg" is a 1991 debut hit single by American girl group TLC that blends hip hop and R&B while boldly expressing female sexual confidence and desire.
|
E292566
|
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: Ain't 2 Proud 2 Beg | Statement: [TLC, notableWork, Ain't 2 Proud 2 Beg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ain't 2 Proud 2 Beg Context triple: [TLC, notableWork, Ain't 2 Proud 2 Beg]
-
A.
Ain't Too Proud to Beg
"Ain't Too Proud to Beg" is a 1966 Motown soul hit by The Temptations, renowned for its driving rhythm, impassioned vocals, and enduring popularity as one of the group's signature songs.
-
B.
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.
-
C.
Mr. Nigga
"Mr. Nigga" is a socially conscious hip-hop track by Mos Def that critiques racial profiling and discrimination experienced by Black people, particularly in travel and everyday life.
-
D.
Down 4 My Niggaz
"Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
-
E.
Ride 4 My Niggas
"Ride 4 My Niggas" is a track by Lil Wayne featured on his acclaimed mixtape Da Drought 3, known for its gritty lyrics and street-oriented themes.
- 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: Ain't 2 Proud 2 Beg Triple: [TLC, notableWork, Ain't 2 Proud 2 Beg]
Generated description
"Ain't 2 Proud 2 Beg" is a 1991 debut hit single by American girl group TLC that blends hip hop and R&B while boldly expressing female sexual confidence and desire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ain't 2 Proud 2 Beg Target entity description: "Ain't 2 Proud 2 Beg" is a 1991 debut hit single by American girl group TLC that blends hip hop and R&B while boldly expressing female sexual confidence and desire.
-
A.
Ain't Too Proud to Beg
chosen
"Ain't Too Proud to Beg" is a 1966 Motown soul hit by The Temptations, renowned for its driving rhythm, impassioned vocals, and enduring popularity as one of the group's signature songs.
-
B.
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.
-
C.
Mr. Nigga
"Mr. Nigga" is a socially conscious hip-hop track by Mos Def that critiques racial profiling and discrimination experienced by Black people, particularly in travel and everyday life.
-
D.
Down 4 My Niggaz
"Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
-
E.
Ride 4 My Niggas
"Ride 4 My Niggas" is a track by Lil Wayne featured on his acclaimed mixtape Da Drought 3, known for its gritty lyrics and street-oriented themes.
- F. None of above.
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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d8e90c9481908d00634f67fa71f8 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c742d00d848190a4bab9800a7e3888 |
completed | March 28, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69c74389290c8190a9a2a3675c31316b |
completed | March 28, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7444e57a881908808a4bd96505048 |
completed | March 28, 2026, 3 a.m. |
Created at: March 27, 2026, 2:23 p.m.