Triple
T9866098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neal Hefti |
E239835
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Girl Talk
"Girl Talk" is a popular jazz composition and standard, widely recognized for its smooth, melodic style and frequent performances by vocalists and instrumentalists alike.
|
E825813
|
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: Girl Talk | Statement: [Neal Hefti, notableWork, Girl Talk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Girl Talk Context triple: [Neal Hefti, notableWork, Girl Talk]
-
A.
Tyga
Tyga is an American rapper and songwriter known for hits like "Rack City" and his association with the Young Money Entertainment label.
-
B.
Santigold
Santigold is an American singer, songwriter, and producer known for her genre-blending style that fuses new wave, punk, reggae, and electronic music.
-
C.
N.O.R.E.
N.O.R.E. is the debut studio album by American rapper Noreaga (later known as N.O.R.E.), noted for its influential late-1990s East Coast hip hop sound and hit singles like "Superthug."
-
D.
Missy Elliott
Missy Elliott is an influential American rapper, singer, songwriter, and producer known for her innovative music, groundbreaking music videos, and major impact on hip-hop and pop culture.
-
E.
Travie McCoy
Travie McCoy is an American rapper, singer, and songwriter best known as the frontman of Gym Class Heroes and for his solo hit "Billionaire."
- 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: Girl Talk Triple: [Neal Hefti, notableWork, Girl Talk]
Generated description
"Girl Talk" is a popular jazz composition and standard, widely recognized for its smooth, melodic style and frequent performances by vocalists and instrumentalists alike.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Girl Talk Target entity description: "Girl Talk" is a popular jazz composition and standard, widely recognized for its smooth, melodic style and frequent performances by vocalists and instrumentalists alike.
-
A.
Tyga
Tyga is an American rapper and songwriter known for hits like "Rack City" and his association with the Young Money Entertainment label.
-
B.
Santigold
Santigold is an American singer, songwriter, and producer known for her genre-blending style that fuses new wave, punk, reggae, and electronic music.
-
C.
N.O.R.E.
N.O.R.E. is the debut studio album by American rapper Noreaga (later known as N.O.R.E.), noted for its influential late-1990s East Coast hip hop sound and hit singles like "Superthug."
-
D.
Missy Elliott
Missy Elliott is an influential American rapper, singer, songwriter, and producer known for her innovative music, groundbreaking music videos, and major impact on hip-hop and pop culture.
-
E.
Travie McCoy
Travie McCoy is an American rapper, singer, and songwriter best known as the frontman of Gym Class Heroes and for his solo hit "Billionaire."
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3d091e48190b10463562d0dc461 |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e4544d008190a70ec0d490da8ef2 |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e5204f748190b1f56ee5469828a2 |
completed | April 5, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e598243481909278cb3c911ce3db |
completed | April 5, 2026, 4:31 a.m. |
Created at: March 30, 2026, 8:36 p.m.