Triple

T3139750
Position Surface form Disambiguated ID Type / Status
Subject Kerry Brothers Jr. E65614 entity
Predicate associatedAct P37 FINISHED
Object Ghetto Stories (group)
Ghetto Stories is a hip hop group known for its association with producer and songwriter Kerry Brothers Jr., contributing to the East Coast rap and R&B scene.
 E332420 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 Stories (group) | Statement: [Kerry Brothers Jr., associatedAct, Ghetto Stories (group)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghetto Stories (group)
Context triple: [Kerry Brothers Jr., associatedAct, Ghetto Stories (group)]
  • A. Ghetto Story (remix)
    "Ghetto Story (remix)" is a popular remix of Baby Cham's dancehall track featuring Akon that helped bring the gritty, narrative song to a wider international audience.
  • B. Ghetto
    "Ghetto" is a socially conscious R&B/hip-hop song by Akon that reflects on poverty, struggle, and life in marginalized urban communities.
  • C. Village Ghetto Land
    "Village Ghetto Land" is a socially conscious song by Stevie Wonder that contrasts elegant string arrangements with stark lyrics about urban poverty and inequality.
  • D. Ghetto Dreams
    "Ghetto Dreams" is a track by rapper Common from his album "The Dreamer/The Believer," known for its gritty storytelling and collaboration with fellow Chicago artist Nas.
  • E. North Side Gang
    The North Side Gang was a powerful Prohibition-era Irish-American organized crime group in Chicago, best known for its violent rivalry with Al Capone’s Chicago Outfit.
  • 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 Stories (group)
Triple: [Kerry Brothers Jr., associatedAct, Ghetto Stories (group)]
Generated description
Ghetto Stories is a hip hop group known for its association with producer and songwriter Kerry Brothers Jr., contributing to the East Coast rap and R&B scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghetto Stories (group)
Target entity description: Ghetto Stories is a hip hop group known for its association with producer and songwriter Kerry Brothers Jr., contributing to the East Coast rap and R&B scene.
  • A. Ghetto Story (remix)
    "Ghetto Story (remix)" is a popular remix of Baby Cham's dancehall track featuring Akon that helped bring the gritty, narrative song to a wider international audience.
  • B. Ghetto
    "Ghetto" is a socially conscious R&B/hip-hop song by Akon that reflects on poverty, struggle, and life in marginalized urban communities.
  • C. Village Ghetto Land
    "Village Ghetto Land" is a socially conscious song by Stevie Wonder that contrasts elegant string arrangements with stark lyrics about urban poverty and inequality.
  • D. Ghetto Dreams
    "Ghetto Dreams" is a track by rapper Common from his album "The Dreamer/The Believer," known for its gritty storytelling and collaboration with fellow Chicago artist Nas.
  • E. North Side Gang
    The North Side Gang was a powerful Prohibition-era Irish-American organized crime group in Chicago, best known for its violent rivalry with Al Capone’s Chicago Outfit.
  • 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_69ad8582f564819088c27e1f96153938 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada57743e08190a1069c62e32f1bd4 completed March 8, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224e11c508190b69c16dfb5313fc2 completed March 12, 2026, 2:28 a.m.
NEDg Description generation batch_69b22534ce008190b3870460b6542a50 completed March 12, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69b22903b428819083af822577861a6b completed March 12, 2026, 2:46 a.m.
Created at: March 8, 2026, 3:05 p.m.