Triple
T1280395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tupac Shakur |
E27310
|
entity |
| Predicate | filmography |
P15620
|
FINISHED |
| Object |
Gang Related
Gang Related is a 1997 crime thriller film starring Tupac Shakur and James Belushi, centered on two corrupt detectives who attempt to cover up their involvement in a drug-related murder.
|
E146134
|
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: Gang Related | Statement: [Tupac Shakur, filmography, Gang Related]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gang Related Context triple: [Tupac Shakur, filmography, Gang Related]
-
A.
Organized Crime and Gang Section
The Organized Crime and Gang Section is a specialized unit within the U.S. Department of Justice that investigates and prosecutes complex cases involving organized criminal enterprises and violent gangs.
-
B.
Gang Enforcement Team
The Gang Enforcement Team is a specialized unit within the Portland Police Bureau focused on investigating and suppressing gang-related crime and violence in the city.
-
C.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
D.
Mayans M.C.
Mayans M.C. is an American crime drama television series that follows a Latino outlaw motorcycle club on the California–Mexico border in the same universe as Sons of Anarchy.
-
E.
Nine Trey Gangsta Bloods
The Nine Trey Gangsta Bloods is a violent New York City–based street gang affiliated with the Bloods, known for drug trafficking, racketeering, and high-profile criminal cases involving members like rapper Tekashi 6ix9ine.
- 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: Gang Related Triple: [Tupac Shakur, filmography, Gang Related]
Generated description
Gang Related is a 1997 crime thriller film starring Tupac Shakur and James Belushi, centered on two corrupt detectives who attempt to cover up their involvement in a drug-related murder.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gang Related Target entity description: Gang Related is a 1997 crime thriller film starring Tupac Shakur and James Belushi, centered on two corrupt detectives who attempt to cover up their involvement in a drug-related murder.
-
A.
Organized Crime and Gang Section
The Organized Crime and Gang Section is a specialized unit within the U.S. Department of Justice that investigates and prosecutes complex cases involving organized criminal enterprises and violent gangs.
-
B.
Gang Enforcement Team
The Gang Enforcement Team is a specialized unit within the Portland Police Bureau focused on investigating and suppressing gang-related crime and violence in the city.
-
C.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
D.
Mayans M.C.
Mayans M.C. is an American crime drama television series that follows a Latino outlaw motorcycle club on the California–Mexico border in the same universe as Sons of Anarchy.
-
E.
Nine Trey Gangsta Bloods
The Nine Trey Gangsta Bloods is a violent New York City–based street gang affiliated with the Bloods, known for drug trafficking, racketeering, and high-profile criminal cases involving members like rapper Tekashi 6ix9ine.
- 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_69a4c48bec548190b25d4a74b323cc1b |
completed | March 1, 2026, 10:58 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.