Triple

T4246457
Position Surface form Disambiguated ID Type / Status
Subject Florida Georgia Line E95539 entity
Predicate hasMember P10 FINISHED
Object Brian Kelley
Brian Kelley is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
 E424095 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: Brian Kelley | Statement: [Florida Georgia Line, hasMember, Brian Kelley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Kelley
Context triple: [Florida Georgia Line, hasMember, Brian Kelley]
  • A. Matt Sorum
    Matt Sorum is an American rock drummer best known for his work with Guns N' Roses, Velvet Revolver, and The Cult.
  • B. Mike Inez
    Mike Inez is an American bassist best known for his long-time role in the rock band Alice in Chains and his previous work with Ozzy Osbourne.
  • C. Izzy Stradlin
    Izzy Stradlin is an American guitarist, songwriter, and co-founder of the hard rock band Guns N' Roses, known for his influential rhythm guitar work and contributions to the band's classic songs.
  • D. David Bryan
    David Bryan is an American keyboardist, songwriter, and composer best known as a founding member of the rock band Bon Jovi.
  • E. Exene Cervenka
    Exene Cervenka is an American singer, poet, and visual artist best known as the co-lead vocalist of the influential Los Angeles punk band X.
  • 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: Brian Kelley
Triple: [Florida Georgia Line, hasMember, Brian Kelley]
Generated description
Brian Kelley is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Kelley
Target entity description: Brian Kelley is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
  • A. Matt Sorum
    Matt Sorum is an American rock drummer best known for his work with Guns N' Roses, Velvet Revolver, and The Cult.
  • B. Mike Inez
    Mike Inez is an American bassist best known for his long-time role in the rock band Alice in Chains and his previous work with Ozzy Osbourne.
  • C. Izzy Stradlin
    Izzy Stradlin is an American guitarist, songwriter, and co-founder of the hard rock band Guns N' Roses, known for his influential rhythm guitar work and contributions to the band's classic songs.
  • D. David Bryan
    David Bryan is an American keyboardist, songwriter, and composer best known as a founding member of the rock band Bon Jovi.
  • E. Exene Cervenka
    Exene Cervenka is an American singer, poet, and visual artist best known as the co-lead vocalist of the influential Los Angeles punk band X.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e9b64ac81908dc44eaae6829b50 completed March 12, 2026, 11:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a87993648190b2969505cdf3c554 completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a966f154819083f7864b154f7518 completed March 14, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69b5aa0ed71c81908d9bf530b4557984 completed March 14, 2026, 6:33 p.m.
Created at: March 12, 2026, 11:05 p.m.