Triple

T5045522
Position Surface form Disambiguated ID Type / Status
Subject Paramore E113651 entity
Predicate hasFormerMember P1168 FINISHED
Object Josh Farro
Josh Farro is an American guitarist and songwriter best known as a founding member and former lead guitarist of the rock band Paramore.
E488735 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: Josh Farro | Statement: [Paramore, hasFormerMember, Josh Farro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josh Farro
Context triple: [Paramore, hasFormerMember, Josh Farro]
  • A. Marcus Mumford
    Marcus Mumford is a British-American singer-songwriter best known as the lead vocalist and multi-instrumentalist of the folk-rock band Mumford & Sons.
  • B. Alex Ebert
    Alex Ebert is an American singer-songwriter and composer best known as the frontman of Edward Sharpe and the Magnetic Zeros and for his work scoring films.
  • C. Nico Segal
    Nico Segal is an American trumpeter and producer best known for his work with Chance the Rapper and as a member of the band Kids These Days.
  • D. Nate Ruess
    Nate Ruess is an American singer-songwriter best known as the lead vocalist of the band fun. and for his hit collaborations in pop music.
  • E. Rivers Cuomo
    Rivers Cuomo is an American musician best known as the lead vocalist, guitarist, and primary songwriter of the rock band Weezer.
  • 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: Josh Farro
Triple: [Paramore, hasFormerMember, Josh Farro]
Generated description
Josh Farro is an American guitarist and songwriter best known as a founding member and former lead guitarist of the rock band Paramore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josh Farro
Target entity description: Josh Farro is an American guitarist and songwriter best known as a founding member and former lead guitarist of the rock band Paramore.
  • A. Marcus Mumford
    Marcus Mumford is a British-American singer-songwriter best known as the lead vocalist and multi-instrumentalist of the folk-rock band Mumford & Sons.
  • B. Alex Ebert
    Alex Ebert is an American singer-songwriter and composer best known as the frontman of Edward Sharpe and the Magnetic Zeros and for his work scoring films.
  • C. Nico Segal
    Nico Segal is an American trumpeter and producer best known for his work with Chance the Rapper and as a member of the band Kids These Days.
  • D. Nate Ruess
    Nate Ruess is an American singer-songwriter best known as the lead vocalist of the band fun. and for his hit collaborations in pop music.
  • E. Rivers Cuomo
    Rivers Cuomo is an American musician best known as the lead vocalist, guitarist, and primary songwriter of the rock band Weezer.
  • 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_69bd44391fc48190a311ce9c826c209b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73fe99688190961708f5d8eb6bff completed March 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c8e1fc481908faf1042ee7f49e9 completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9d517df88190bcd682badaca96c8 completed March 21, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69be9dea9de48190805b1e3527b47a00 completed March 21, 2026, 1:32 p.m.
Created at: March 20, 2026, 1:37 p.m.