Triple
T6455826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heavy D & the Boyz |
E141989
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Girls They Love Me
"Girls They Love Me" is a popular late-1980s hip hop track by Heavy D & the Boyz known for its upbeat production and charismatic, playful lyrics about the rapper’s appeal to women.
|
E593490
|
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: Girls They Love Me | Statement: [Heavy D & the Boyz, notableSong, Girls They Love Me]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Girls They Love Me Context triple: [Heavy D & the Boyz, notableSong, Girls They Love Me]
-
A.
A Girl Like Me
A Girl Like Me is Rihanna’s second studio album, featuring a blend of Caribbean-influenced pop and R&B that helped establish her as an international star.
-
B.
Girls Want Girls
"Girls Want Girls" is a popular hip-hop/R&B track best known as a Drake song featuring Lil Baby, noted for its melodic delivery and controversial, flirtatious lyrics.
-
C.
Your Girl
"Your Girl" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*.
-
D.
That Girl
"That Girl" is a soulful R&B/pop song by Justin Timberlake from his 2013 album The 20/20 Experience.
-
E.
That Girl
"That Girl" is a 1981 R&B/soul single by Stevie Wonder, known for its smooth groove, synthesizer-driven production, and chart success in the early 1980s.
- 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: Girls They Love Me Triple: [Heavy D & the Boyz, notableSong, Girls They Love Me]
Generated description
"Girls They Love Me" is a popular late-1980s hip hop track by Heavy D & the Boyz known for its upbeat production and charismatic, playful lyrics about the rapper’s appeal to women.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Girls They Love Me Target entity description: "Girls They Love Me" is a popular late-1980s hip hop track by Heavy D & the Boyz known for its upbeat production and charismatic, playful lyrics about the rapper’s appeal to women.
-
A.
A Girl Like Me
A Girl Like Me is Rihanna’s second studio album, featuring a blend of Caribbean-influenced pop and R&B that helped establish her as an international star.
-
B.
Girls Want Girls
"Girls Want Girls" is a popular hip-hop/R&B track best known as a Drake song featuring Lil Baby, noted for its melodic delivery and controversial, flirtatious lyrics.
-
C.
Your Girl
"Your Girl" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*.
-
D.
That Girl
"That Girl" is a 1981 R&B/soul single by Stevie Wonder, known for its smooth groove, synthesizer-driven production, and chart success in the early 1980s.
-
E.
That Girl
"That Girl" is a soulful R&B/pop song by Justin Timberlake from his 2013 album The 20/20 Experience.
- 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_69c008d2f91c8190a8178767a35e08fc |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069d4d588819090e8a56c46c0bfe9 |
completed | March 22, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bdc4e808190a7c24b963ab0aa30 |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64ce18f6c8190910dcc2fc553328e |
completed | March 27, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c64db784f08190b786c4de051ee527 |
completed | March 27, 2026, 9:28 a.m. |
Created at: March 22, 2026, 4:48 p.m.