Triple

T17458356
Position Surface form Disambiguated ID Type / Status
Subject Biz Markie E425088 entity
Predicate notableWork P4 FINISHED
Object Just a Friend
"Just a Friend" is a 1989 hip hop single by Biz Markie that became a crossover hit known for its humorous storytelling and off-key sung chorus.
 E1270610 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 a Friend | Statement: [Biz Markie, notableWork, Just a Friend]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Just a Friend
Context triple: [Biz Markie, notableWork, Just a Friend]
  • A. My Friend
    "My Friend" is a song featured on the EP "Available Light."
  • B. More Than A Friend
    "More Than A Friend" is a song by Nigerian R&B duo P-Square that blends romantic lyrics with their signature Afro-pop sound.
  • C. Friend of Mine
    "Friend of Mine" is a track by The Notorious B.I.G. from his landmark 1994 debut hip-hop album *Ready to Die*.
  • D. Friend of Mine
    "Friend of Mine" is a pop song by English singer-songwriter Jess Glynne, featured on her 2018 album "Always In Between."
  • E. Hold on to a Friend
    "Hold on to a Friend" is a song by the British progressive rock band Camouflage.
  • 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 a Friend
Triple: [Biz Markie, notableWork, Just a Friend]
Generated description
"Just a Friend" is a 1989 hip hop single by Biz Markie that became a crossover hit known for its humorous storytelling and off-key sung chorus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Just a Friend
Target entity description: "Just a Friend" is a 1989 hip hop single by Biz Markie that became a crossover hit known for its humorous storytelling and off-key sung chorus.
  • A. My Friend
    "My Friend" is a song featured on the EP "Available Light."
  • B. More Than A Friend
    "More Than A Friend" is a song by Nigerian R&B duo P-Square that blends romantic lyrics with their signature Afro-pop sound.
  • C. Friend of Mine
    "Friend of Mine" is a track by The Notorious B.I.G. from his landmark 1994 debut hip-hop album *Ready to Die*.
  • D. Friend of Mine
    "Friend of Mine" is a pop song by English singer-songwriter Jess Glynne, featured on her 2018 album "Always In Between."
  • E. Hold on to a Friend
    "Hold on to a Friend" is a song by the British progressive rock band Camouflage.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4514385e48190b97a257bb3d07d2d completed April 19, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b820024c8190bd8f083b426f82f5 completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b90e68d08190be86aee8d6692ce1 completed May 11, 2026, 11:10 a.m.
NED2 Entity disambiguation (via description) batch_6a01b993324081908b561700bbeac11c completed May 11, 2026, 11:12 a.m.
Created at: April 10, 2026, 5:47 a.m.