Triple

T16304923
Position Surface form Disambiguated ID Type / Status
Subject Dej Loaf E395881 entity
Predicate mixtape P24091 FINISHED
Object Just Do It
Just Do It is an early mixtape by Detroit rapper Dej Loaf that helped establish her presence in the hip-hop scene before her mainstream breakthrough.
 E1112339 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 Do It | Statement: [Dej Loaf, mixtape, Just Do It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Just Do It
Context triple: [Dej Loaf, mixtape, Just Do It]
  • A. Just Do It
    "Just Do It" is a track by the American rock band Nervous System.
  • B. Be All You Can Be
    "Be All You Can Be" is a long-running and iconic U.S. Army recruiting slogan emphasizing personal growth, potential, and self-improvement through military service.
  • C. Sportin’ Life
    Sportin’ Life is the slick, cynical drug dealer and gambler who serves as a charismatic antagonist in George Gershwin’s opera *Porgy and Bess*.
  • D. Never Give Up
    "Never Give Up" is a song by the Japanese pop duo Harmonize, recognized as one of their standout works.
  • E. Believe
    Believe is the second studio album by American heavy metal band Disturbed, known for its more melodic sound and exploration of religious and spiritual themes.
  • 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 Do It
Triple: [Dej Loaf, mixtape, Just Do It]
Generated description
Just Do It is an early mixtape by Detroit rapper Dej Loaf that helped establish her presence in the hip-hop scene before her mainstream breakthrough.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Just Do It
Target entity description: Just Do It is an early mixtape by Detroit rapper Dej Loaf that helped establish her presence in the hip-hop scene before her mainstream breakthrough.
  • A. Just Do It chosen
    "Just Do It" is a track by the American rock band Nervous System.
  • B. Be All You Can Be
    "Be All You Can Be" is a long-running and iconic U.S. Army recruiting slogan emphasizing personal growth, potential, and self-improvement through military service.
  • C. Sportin’ Life
    Sportin’ Life is the slick, cynical drug dealer and gambler who serves as a charismatic antagonist in George Gershwin’s opera *Porgy and Bess*.
  • D. Never Give Up
    "Never Give Up" is a song by the Japanese pop duo Harmonize, recognized as one of their standout works.
  • E. Believe
    Believe is the second studio album by American heavy metal band Disturbed, known for its more melodic sound and exploration of religious and spiritual themes.
  • F. None of above.

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_6a001fa3353c8190825b31854a97220c completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a0020e282888190bb1d23b4876b4b75 completed May 10, 2026, 6:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0021ba49808190bf69c22bc5c8d4da completed May 10, 2026, 6:12 a.m.
Created at: April 10, 2026, 5:06 a.m.