Triple

T16304232
Position Surface form Disambiguated ID Type / Status
Subject Just Cause Y’all Waited 2 E395865 entity
Predicate follows P134 FINISHED
Object Just Cause Y’all Waited
Just Cause Y’all Waited is a mixtape by American rapper Lil Durk that helped solidify his presence in Chicago drill and mainstream hip-hop.
 E1209031 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: Just Cause Y’all Waited | Statement: [Just Cause Y’all Waited 2, follows, Just Cause Y’all Waited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Just Cause Y’all Waited
Context triple: [Just Cause Y’all Waited 2, follows, Just Cause Y’all Waited]
  • A. Just Wait
    "Just Wait" is a song by the American rock band Surfer Blood, known for their melodic indie rock sound.
  • B. While We Wait
    "While We Wait" is a 2019 R&B mixtape by American singer Kehlani, known for its intimate songwriting and smooth, soulful production.
  • C. The Wait
    "The Wait" is a 1964 mixed-media assemblage sculpture by American artist Ed Kienholz that presents a haunting, life-sized tableau critiquing mortality, memory, and social decay.
  • D. This Ain't a Game
    "This Ain't a Game" is the second studio album by American R&B singer Ray J, showcasing his early-2000s blend of contemporary R&B and hip hop.
  • E. Just You Wait
    "Just You Wait" is a comic solo song from the musical *My Fair Lady* in which Eliza Doolittle fantasizes about getting revenge on Professor Henry Higgins.
  • 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: Just Cause Y’all Waited
Triple: [Just Cause Y’all Waited 2, follows, Just Cause Y’all Waited]
Generated description
Just Cause Y’all Waited is a mixtape by American rapper Lil Durk that helped solidify his presence in Chicago drill and mainstream hip-hop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Just Cause Y’all Waited
Target entity description: Just Cause Y’all Waited is a mixtape by American rapper Lil Durk that helped solidify his presence in Chicago drill and mainstream hip-hop.
  • A. Just Wait
    "Just Wait" is a song by the American rock band Surfer Blood, known for their melodic indie rock sound.
  • B. While We Wait
    "While We Wait" is a 2019 R&B mixtape by American singer Kehlani, known for its intimate songwriting and smooth, soulful production.
  • C. The Wait
    "The Wait" is a 1964 mixed-media assemblage sculpture by American artist Ed Kienholz that presents a haunting, life-sized tableau critiquing mortality, memory, and social decay.
  • D. This Ain't a Game
    "This Ain't a Game" is the second studio album by American R&B singer Ray J, showcasing his early-2000s blend of contemporary R&B and hip hop.
  • E. Just You Wait
    "Just You Wait" is a comic solo song from the musical *My Fair Lady* in which Eliza Doolittle fantasizes about getting revenge on Professor Henry Higgins.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288d42f1c81908a6869244d727e99 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a002da444408190b770055d84060f4d completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002ec2fd948190878af958d0b90ce6 completed May 10, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_6a00312a4fc48190b6bd6ad9db71bb4d completed May 10, 2026, 7:18 a.m.
Created at: April 10, 2026, 5:06 a.m.