Triple

T8158236
Position Surface form Disambiguated ID Type / Status
Subject Chief Keef E190506 entity
Predicate notableWork P4 FINISHED
Object Love Sosa
"Love Sosa" is a breakout drill-rap single by Chief Keef that helped popularize Chicago drill music in the early 2010s.
E715207 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: Love Sosa | Statement: [Chief Keef, notableWork, Love Sosa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love Sosa
Context triple: [Chief Keef, notableWork, Love Sosa]
  • A. Sosa
    Sosa is a Spanish-origin surname most famously associated with former Major League Baseball slugger Sammy Sosa.
  • B. El Cholo
    El Cholo is the widely known moniker of Argentine football coach and former midfielder Diego Simeone, famed for his intense, hard-working, and combative style.
  • C. Johnny Madrid
    Johnny Madrid is a notorious outlaw gunslinger who becomes entangled with vampires in the horror Western film "From Dusk Till Dawn 3: The Hangman's Daughter."
  • D. Sanchez
    Sanchez is a common Spanish-origin surname borne by numerous notable individuals across sports, politics, arts, and other fields.
  • E. López
    López is a common Spanish surname widely borne across Spain and Latin America.
  • 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: Love Sosa
Triple: [Chief Keef, notableWork, Love Sosa]
Generated description
"Love Sosa" is a breakout drill-rap single by Chief Keef that helped popularize Chicago drill music in the early 2010s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love Sosa
Target entity description: "Love Sosa" is a breakout drill-rap single by Chief Keef that helped popularize Chicago drill music in the early 2010s.
  • A. Sosa
    Sosa is a Spanish-origin surname most famously associated with former Major League Baseball slugger Sammy Sosa.
  • B. El Cholo
    El Cholo is the widely known moniker of Argentine football coach and former midfielder Diego Simeone, famed for his intense, hard-working, and combative style.
  • C. Johnny Madrid
    Johnny Madrid is a notorious outlaw gunslinger who becomes entangled with vampires in the horror Western film "From Dusk Till Dawn 3: The Hangman's Daughter."
  • D. Sanchez
    Sanchez is a common Spanish-origin surname borne by numerous notable individuals across sports, politics, arts, and other fields.
  • E. López
    López is a common Spanish surname widely borne across Spain and Latin America.
  • 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_69ca82bfeb6481909d07b91b5cf69f59 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb455213f08190a4327a2116c7381f completed March 31, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf21ab2c8190af23b4a3a4bdb543 completed April 1, 2026, 6:45 a.m.
NEDg Description generation batch_69ccc24c5684819093a4f58616122675 completed April 1, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69ccc38e85bc8190b0f4b2435a385f47 completed April 1, 2026, 7:04 a.m.
Created at: March 30, 2026, 5:38 p.m.