Triple

T23370697
Position Surface form Disambiguated ID Type / Status
Subject Barter 6 E593461 entity
Predicate producer P490 FINISHED
Object Isaac Flame
Isaac Flame is a hip-hop music producer best known for his work on Young Thug’s mixtape *Barter 6*.
E1583551 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: Isaac Flame | Statement: [Barter 6, producer, Isaac Flame]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isaac Flame
Context triple: [Barter 6, producer, Isaac Flame]
  • A. Isaac Thotz
    Isaac Thotz is an American punk rock musician best known as a member of the Chicago-based band The Arrivals.
  • B. Isaac Thotz
    Isaac Thotz is a musician best known as a member of the punk/garage rock band The Underground Railroad to Candyland.
  • C. John LaRue
    John LaRue was an early American pioneer and landowner in Kentucky after whom LaRue County was named.
  • D. Jules Burns
    Jules Burns is a British media executive best known as a co-founder of the television production and distribution company All3Media.
  • E. Isaac Hanson
    Isaac Hanson is an American musician best known as the eldest brother and guitarist of the pop-rock band Hanson.
  • 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: Isaac Flame
Triple: [Barter 6, producer, Isaac Flame]
Generated description
Isaac Flame is a hip-hop music producer best known for his work on Young Thug’s mixtape *Barter 6*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isaac Flame
Target entity description: Isaac Flame is a hip-hop music producer best known for his work on Young Thug’s mixtape *Barter 6*.
  • A. Isaac Thotz
    Isaac Thotz is an American punk rock musician best known as a member of the Chicago-based band The Arrivals.
  • B. Isaac Thotz
    Isaac Thotz is a musician best known as a member of the punk/garage rock band The Underground Railroad to Candyland.
  • C. John LaRue
    John LaRue was an early American pioneer and landowner in Kentucky after whom LaRue County was named.
  • D. Jules Burns
    Jules Burns is a British media executive best known as a co-founder of the television production and distribution company All3Media.
  • E. Isaac Hanson
    Isaac Hanson is an American musician best known as the eldest brother and guitarist of the pop-rock band Hanson.
  • 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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0b0bdc081908c7852c026ca7ff7 completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5ddde5608190acd427c4b8740733 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5f3e57308190865e48b43cc83d10 completed May 19, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5ffbea40819088a5a01a3763c718 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:32 p.m.