Triple
T1280401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tupac Shakur |
E27310
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Digital Underground
Digital Underground was an influential Oakland-based hip hop group known for its playful, funk-inspired sound and for launching the career of rapper Tupac Shakur.
|
E146135
|
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: Digital Underground | Statement: [Tupac Shakur, associatedAct, Digital Underground]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Digital Underground Context triple: [Tupac Shakur, associatedAct, Digital Underground]
-
A.
Worldwide Underground
Worldwide Underground is a neo-soul/hip-hop-influenced EP by Erykah Badu known for its jam-oriented, experimental sound and collaborative feel.
-
B.
Re-Up Gang
Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
-
C.
Def Jam South
Def Jam South was a regional division of Def Jam Recordings focused on promoting and developing Southern hip hop artists in the United States.
-
D.
Def Jam Germany
Def Jam Germany is the German branch of the iconic hip hop and urban music label Def Jam Recordings, focused on signing and promoting artists in the German-speaking market.
-
E.
6 Underground
6 Underground is a 2019 high-octane action film directed by Michael Bay, starring Ryan Reynolds as the leader of a covert vigilante squad that fakes their deaths to take down notorious criminals.
- 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: Digital Underground Triple: [Tupac Shakur, associatedAct, Digital Underground]
Generated description
Digital Underground was an influential Oakland-based hip hop group known for its playful, funk-inspired sound and for launching the career of rapper Tupac Shakur.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Digital Underground Target entity description: Digital Underground was an influential Oakland-based hip hop group known for its playful, funk-inspired sound and for launching the career of rapper Tupac Shakur.
-
A.
Worldwide Underground
Worldwide Underground is a neo-soul/hip-hop-influenced EP by Erykah Badu known for its jam-oriented, experimental sound and collaborative feel.
-
B.
Re-Up Gang
Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
-
C.
Def Jam South
Def Jam South was a regional division of Def Jam Recordings focused on promoting and developing Southern hip hop artists in the United States.
-
D.
Def Jam Germany
Def Jam Germany is the German branch of the iconic hip hop and urban music label Def Jam Recordings, focused on signing and promoting artists in the German-speaking market.
-
E.
6 Underground
6 Underground is a 2019 high-octane action film directed by Michael Bay, starring Ryan Reynolds as the leader of a covert vigilante squad that fakes their deaths to take down notorious criminals.
- 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.