Triple
T1280388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tupac Shakur |
E27310
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Ghetto Gospel
"Ghetto Gospel" is a socially conscious hip-hop song by Tupac Shakur that reflects on poverty, violence, and spiritual redemption.
|
E146129
|
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: Ghetto Gospel | Statement: [Tupac Shakur, notableWork, Ghetto Gospel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghetto Gospel Context triple: [Tupac Shakur, notableWork, Ghetto Gospel]
-
A.
Harlem World
Harlem World is the 1999 debut studio album by rapper Mase, a multi-platinum Bad Boy Records release that helped define late-1990s mainstream hip hop.
-
B.
Sugar Youth
"Sugar Youth" is a high-energy punk rock song by Green Day from their 2020 album *Father of All Motherfuckers*.
-
C.
Chingy
Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
-
D.
Soul Men
Soul Men is a 2008 American musical comedy film starring Samuel L. Jackson and Bernie Mac as former soul singers reuniting for a tribute performance.
-
E.
Funk This
Funk This is a Grammy-winning studio album by American R&B and funk singer Chaka Khan, known for its blend of classic soul, funk, and contemporary production.
- 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: Ghetto Gospel Triple: [Tupac Shakur, notableWork, Ghetto Gospel]
Generated description
"Ghetto Gospel" is a socially conscious hip-hop song by Tupac Shakur that reflects on poverty, violence, and spiritual redemption.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghetto Gospel Target entity description: "Ghetto Gospel" is a socially conscious hip-hop song by Tupac Shakur that reflects on poverty, violence, and spiritual redemption.
-
A.
Harlem World
Harlem World is the 1999 debut studio album by rapper Mase, a multi-platinum Bad Boy Records release that helped define late-1990s mainstream hip hop.
-
B.
Sugar Youth
"Sugar Youth" is a high-energy punk rock song by Green Day from their 2020 album *Father of All Motherfuckers*.
-
C.
Chingy
Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
-
D.
Soul Men
Soul Men is a 2008 American musical comedy film starring Samuel L. Jackson and Bernie Mac as former soul singers reuniting for a tribute performance.
-
E.
Funk This
Funk This is a Grammy-winning studio album by American R&B and funk singer Chaka Khan, known for its blend of classic soul, funk, and contemporary production.
- 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_69a496d3710c8190955dee8bc0dacb50 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c094eb4881909a33061339f91190 |
completed | March 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aca2fb746881909ac7a8dd672fc939 |
completed | March 7, 2026, 10:13 p.m. |
| NEDg | Description generation | batch_69aca3752a3c81908bd6d9744ad5f5a2 |
completed | March 7, 2026, 10:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aca3e44bf481908c5726adddc4b428 |
completed | March 7, 2026, 10:17 p.m. |
Created at: March 1, 2026, 7:50 p.m.