Triple

T15142660
Position Surface form Disambiguated ID Type / Status
Subject Joey Purp E361724 entity
Predicate notableWork P4 FINISHED
Object Aw Shit!
"Aw Shit!" is a hip-hop track by Chicago rapper Joey Purp, known for its energetic delivery and sharp, socially aware lyricism.
E1140132 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: Aw Shit! | Statement: [Joey Purp, notableWork, Aw Shit!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aw Shit!
Context triple: [Joey Purp, notableWork, Aw Shit!]
  • A. Aww Shit!
    "Aww Shit!" is a track by American singer Kelis from her 2006 album *Kelis Was Here*, showcasing her distinctive blend of R&B and hip hop.
  • B. Oh Shit!!!
    "Oh Shit!!!" is a high-energy, experimental hip-hop track by the Arizona rap trio Injury Reserve, known for its abrasive production and off-kilter flows.
  • C. Da Shit
    Da Shit is a track by The Game featured on his 2006 West Coast hip-hop album "Doctor's Advocate."
  • D. Kill Shit
    "Kill Shit" is a breakout Chicago drill track by rappers Chief Keef and Lil Reese that helped popularize the aggressive, minimalist sound of the genre in the early 2010s.
  • E. Shithead
    Shithead is the loyal dog companion of Navin R. Johnson in the comedy film "The Jerk."
  • 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: Aw Shit!
Triple: [Joey Purp, notableWork, Aw Shit!]
Generated description
"Aw Shit!" is a hip-hop track by Chicago rapper Joey Purp, known for its energetic delivery and sharp, socially aware lyricism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aw Shit!
Target entity description: "Aw Shit!" is a hip-hop track by Chicago rapper Joey Purp, known for its energetic delivery and sharp, socially aware lyricism.
  • A. Aww Shit!
    "Aww Shit!" is a track by American singer Kelis from her 2006 album *Kelis Was Here*, showcasing her distinctive blend of R&B and hip hop.
  • B. Oh Shit!!!
    "Oh Shit!!!" is a high-energy, experimental hip-hop track by the Arizona rap trio Injury Reserve, known for its abrasive production and off-kilter flows.
  • C. Da Shit
    Da Shit is a track by The Game featured on his 2006 West Coast hip-hop album "Doctor's Advocate."
  • D. Kill Shit
    "Kill Shit" is a breakout Chicago drill track by rappers Chief Keef and Lil Reese that helped popularize the aggressive, minimalist sound of the genre in the early 2010s.
  • E. Shithead
    Shithead is the loyal dog companion of Navin R. Johnson in the comedy film "The Jerk."
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005c5c4248190b57234e3ccf2831b completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69febfee0ae48190a36523d3eeae9740 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec17d53448190942e5df10ffad4e5 completed May 9, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69fec2300c4481908892a6515d99c12f completed May 9, 2026, 5:12 a.m.
Created at: April 10, 2026, 3:07 a.m.