Triple

T17458387
Position Surface form Disambiguated ID Type / Status
Subject Biz Markie E425088 entity
Predicate chartAchievement P4919 FINISHED
Object Just a Friend reached the top 10 on the Billboard Hot 100
"Just a Friend" is Biz Markie’s best-known hit, a 1989 hip hop single famed for its humorous storytelling and off-key sung chorus that became a pop-culture staple.
 E1270618 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 reached the top 10 on the Billboard Hot 100 | Statement: [Biz Markie, chartAchievement, Just a Friend reached the top 10 on the Billboard Hot 100]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Just a Friend reached the top 10 on the Billboard Hot 100
Context triple: [Biz Markie, chartAchievement, Just a Friend reached the top 10 on the Billboard Hot 100]
  • A. Just a Friend 2002
    "Just a Friend 2002" is an R&B/hip-hop remake of Biz Markie's classic hit, recorded and popularized by singer Mario in the early 2000s.
  • B. Just Friends (song)
    "Just Friends" is a pop-rock song by American singer-songwriter Gavin DeGraw, known for its soulful vocals and heartfelt, relationship-focused lyrics.
  • C. Song about a Friend
    "Song about a Friend" is a famous lyrical ballad by Russian singer-songwriter and poet Vladimir Vysotsky that reflects on loyalty, friendship, and moral character.
  • D. Just Friends (Sunny) (single)
    "Just Friends (Sunny)" is a neo soul single by American R&B singer Musiq Soulchild, known for its smooth groove and laid-back, conversational lyrics about casual romance.
  • E. Friends (song)
    "Friends" is a pop song best known as the upbeat, post-breakup collaboration between Marshmello and Anne-Marie released in 2018.
  • 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 reached the top 10 on the Billboard Hot 100
Triple: [Biz Markie, chartAchievement, Just a Friend reached the top 10 on the Billboard Hot 100]
Generated description
"Just a Friend" is Biz Markie’s best-known hit, a 1989 hip hop single famed for its humorous storytelling and off-key sung chorus that became a pop-culture staple.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Just a Friend reached the top 10 on the Billboard Hot 100
Target entity description: "Just a Friend" is Biz Markie’s best-known hit, a 1989 hip hop single famed for its humorous storytelling and off-key sung chorus that became a pop-culture staple.
  • A. Just a Friend 2002
    "Just a Friend 2002" is an R&B/hip-hop remake of Biz Markie's classic hit, recorded and popularized by singer Mario in the early 2000s.
  • B. Just Friends (song)
    "Just Friends" is a pop-rock song by American singer-songwriter Gavin DeGraw, known for its soulful vocals and heartfelt, relationship-focused lyrics.
  • C. Song about a Friend
    "Song about a Friend" is a famous lyrical ballad by Russian singer-songwriter and poet Vladimir Vysotsky that reflects on loyalty, friendship, and moral character.
  • D. Just Friends (Sunny) (single)
    "Just Friends (Sunny)" is a neo soul single by American R&B singer Musiq Soulchild, known for its smooth groove and laid-back, conversational lyrics about casual romance.
  • E. Friends (song)
    "Friends" is a pop song best known as the upbeat, post-breakup collaboration between Marshmello and Anne-Marie released in 2018.
  • 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.