Triple
T5160528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | How Low |
E116423
|
entity |
| Predicate | chronologyPreviousSingle |
P97
|
FINISHED |
| Object |
Nasty Girl
"Nasty Girl" is a 2004 hip hop single by rapper Nelly, known for its club-oriented sound and inclusion on his album "Sweat."
|
E499459
|
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: Nasty Girl | Statement: [How Low, chronologyPreviousSingle, Nasty Girl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nasty Girl Context triple: [How Low, chronologyPreviousSingle, Nasty Girl]
-
A.
Naughty Girl
"Naughty Girl" is a hit R&B song by Beyoncé from her debut solo album, noted for its sultry vocals and Middle Eastern–influenced production.
-
B.
Bad Girl
"Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
-
C.
Tough Mama
Tough Mama is a blues-rock song by Bob Dylan, featured on his 1974 album Planet Waves.
-
D.
Queen Bitch
"Queen Bitch" is a glam rock-influenced song by David Bowie, known for its homage to The Velvet Underground and its appearance on his 1971 album *Hunky Dory*.
-
E.
Good Girl Gone Bad
Good Girl Gone Bad is Rihanna's critically acclaimed 2007 pop and R&B album that marked her transition to a more edgy, mature image and sound.
- 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: Nasty Girl Triple: [How Low, chronologyPreviousSingle, Nasty Girl]
Generated description
"Nasty Girl" is a 2004 hip hop single by rapper Nelly, known for its club-oriented sound and inclusion on his album "Sweat."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nasty Girl Target entity description: "Nasty Girl" is a 2004 hip hop single by rapper Nelly, known for its club-oriented sound and inclusion on his album "Sweat."
-
A.
Naughty Girl
"Naughty Girl" is a hit R&B song by Beyoncé from her debut solo album, noted for its sultry vocals and Middle Eastern–influenced production.
-
B.
Bad Girl
"Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
-
C.
Tough Mama
Tough Mama is a blues-rock song by Bob Dylan, featured on his 1974 album Planet Waves.
-
D.
Queen Bitch
"Queen Bitch" is a glam rock-influenced song by David Bowie, known for its homage to The Velvet Underground and its appearance on his 1971 album *Hunky Dory*.
-
E.
Good Girl Gone Bad
Good Girl Gone Bad is Rihanna's critically acclaimed 2007 pop and R&B album that marked her transition to a more edgy, mature image and sound.
- 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_69bd79073a54819080cd1e8de6fe906a |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed92b3ab48190900cf5c246dba433 |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69beda3bfee08190a6e1d8b06739cade |
completed | March 21, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beda93175481908c79010c7fe6897e |
completed | March 21, 2026, 5:51 p.m. |
Created at: March 20, 2026, 1:44 p.m.