Triple

T12202462
Position Surface form Disambiguated ID Type / Status
Subject Sheek Louch E290750 entity
Predicate notableWork P4 FINISHED
Object Walk Witt Me
Walk Witt Me is the debut solo studio album by American rapper Sheek Louch, showcasing his gritty East Coast hip-hop style outside of The LOX.
 E971268 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: Walk Witt Me | Statement: [Sheek Louch, notableWork, Walk Witt Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walk Witt Me
Context triple: [Sheek Louch, notableWork, Walk Witt Me]
  • A. Walk With Me
    "Walk With Me" is a gospel song whose vocal sample is prominently featured in Kanye West's track "Jesus Walks."
  • B. Walk
    "Walk" is a hit rock song by the Foo Fighters, known for its anthemic sound and uplifting lyrics about resilience and starting over.
  • C. Walk with Me
    Walk with Me is a breakout EP by British grime artist Bugzy Malone that helped establish his reputation in the UK music scene.
  • D. Taking a Walk
    "Taking a Walk" is a melodic, introspective hip-hop track by Trippie Redd known for its atmospheric production and emotionally charged vocals.
  • E. Walk It Out
    "Walk It Out" is a song by American singer and actress Jennifer Hudson.
  • 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: Walk Witt Me
Triple: [Sheek Louch, notableWork, Walk Witt Me]
Generated description
Walk Witt Me is the debut solo studio album by American rapper Sheek Louch, showcasing his gritty East Coast hip-hop style outside of The LOX.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walk Witt Me
Target entity description: Walk Witt Me is the debut solo studio album by American rapper Sheek Louch, showcasing his gritty East Coast hip-hop style outside of The LOX.
  • A. Walk With Me
    "Walk With Me" is a gospel song whose vocal sample is prominently featured in Kanye West's track "Jesus Walks."
  • B. Walk
    "Walk" is a hit rock song by the Foo Fighters, known for its anthemic sound and uplifting lyrics about resilience and starting over.
  • C. Walk with Me
    Walk with Me is a breakout EP by British grime artist Bugzy Malone that helped establish his reputation in the UK music scene.
  • D. Taking a Walk
    "Taking a Walk" is a melodic, introspective hip-hop track by Trippie Redd known for its atmospheric production and emotionally charged vocals.
  • E. Walk It Out
    "Walk It Out" is a song by American singer and actress Jennifer Hudson.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7b97408190a11ea37cc6edf18c completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a982e308190979245ac9643465a completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdbee288190991b08ae685bb401 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f610ba7a608190b29f25ee2752ba7e completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:51 p.m.