Triple

T8763708
Position Surface form Disambiguated ID Type / Status
Subject Fat Joe E208270 entity
Predicate notableWork P4 FINISHED
Object Flow Joe
"Flow Joe" is the breakout debut single by rapper Fat Joe that helped launch his career in the early 1990s hip-hop scene.
 E755475 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: Flow Joe | Statement: [Fat Joe, notableWork, Flow Joe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flow Joe
Context triple: [Fat Joe, notableWork, Flow Joe]
  • A. A Guy Named Joe
    A Guy Named Joe is a 1943 World War II romantic fantasy film about a deceased pilot who returns as a guardian spirit to mentor a younger aviator while struggling with his lingering love for his former girlfriend.
  • B. Hey Joe
    "Hey Joe" is a rock standard most famously recorded by Jimi Hendrix, known for its haunting narrative about a man on the run and its iconic guitar work.
  • C. The Joe
    The Joe is a famous indoor arena in Detroit, Michigan, best known as the longtime home of the NHL’s Detroit Red Wings.
  • D. N.O. Joe
    N.O. Joe is a hip-hop music producer best known for his influential work with Southern rap artists, particularly on classic albums by UGK and Scarface.
  • E. My Name Is Joe
    My Name Is Joe is a 1998 British social-realist drama film directed by Ken Loach, focusing on an ex-alcoholic in Glasgow struggling with poverty, addiction, and relationships.
  • 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: Flow Joe
Triple: [Fat Joe, notableWork, Flow Joe]
Generated description
"Flow Joe" is the breakout debut single by rapper Fat Joe that helped launch his career in the early 1990s hip-hop scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flow Joe
Target entity description: "Flow Joe" is the breakout debut single by rapper Fat Joe that helped launch his career in the early 1990s hip-hop scene.
  • A. A Guy Named Joe
    A Guy Named Joe is a 1943 World War II romantic fantasy film about a deceased pilot who returns as a guardian spirit to mentor a younger aviator while struggling with his lingering love for his former girlfriend.
  • B. Hey Joe
    "Hey Joe" is a rock standard most famously recorded by Jimi Hendrix, known for its haunting narrative about a man on the run and its iconic guitar work.
  • C. The Joe
    The Joe is a famous indoor arena in Detroit, Michigan, best known as the longtime home of the NHL’s Detroit Red Wings.
  • D. N.O. Joe
    N.O. Joe is a hip-hop music producer best known for his influential work with Southern rap artists, particularly on classic albums by UGK and Scarface.
  • E. My Name Is Joe
    My Name Is Joe is a 1998 British social-realist drama film directed by Ken Loach, focusing on an ex-alcoholic in Glasgow struggling with poverty, addiction, and relationships.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5dfdef9881908a7f079d87e8e338 completed March 31, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf435d07148190b9e06d080f99a622 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf46414bd48190babe01a32587c0b6 completed April 3, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf46b79aac8190a515e2fc94caf5c2 completed April 3, 2026, 4:48 a.m.
Created at: March 30, 2026, 6:40 p.m.