Triple

T13060049
Position Surface form Disambiguated ID Type / Status
Subject Fall Out Boy E329172 entity
Predicate member P10 FINISHED
Object Andy Hurley
Andy Hurley is an American drummer best known for his work with the pop-punk band Fall Out Boy.
E1018813 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: Andy Hurley | Statement: [Fall Out Boy, member, Andy Hurley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Hurley
Context triple: [Fall Out Boy, member, Andy Hurley]
  • A. James Dean Bradfield
    James Dean Bradfield is a Welsh musician best known as the lead vocalist and guitarist of the rock band Manic Street Preachers.
  • B. Peter Hurford
    Peter Hurford was a renowned British organist and composer celebrated for his interpretations of J.S. Bach’s organ works and his influential recordings and performances throughout the 20th century.
  • C. Andy Bradfield
    Andy Bradfield is a British music producer and mixing engineer known for his work on numerous pop and rock records, including projects with artists like Rufus Wainwright.
  • D. Andy Stott
    Andy Stott is a British electronic music producer and DJ known for his dark, experimental techno and dub-influenced soundscapes released primarily on the Modern Love label.
  • E. Andrew Weatherall
    Andrew Weatherall was an influential British DJ, producer, and remixer known for helping pioneer the fusion of rock and dance music in the late 1980s and early 1990s.
  • 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: Andy Hurley
Triple: [Fall Out Boy, member, Andy Hurley]
Generated description
Andy Hurley is an American drummer best known for his work with the pop-punk band Fall Out Boy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Hurley
Target entity description: Andy Hurley is an American drummer best known for his work with the pop-punk band Fall Out Boy.
  • A. James Dean Bradfield
    James Dean Bradfield is a Welsh musician best known as the lead vocalist and guitarist of the rock band Manic Street Preachers.
  • B. Peter Hurford
    Peter Hurford was a renowned British organist and composer celebrated for his interpretations of J.S. Bach’s organ works and his influential recordings and performances throughout the 20th century.
  • C. Andy Bradfield
    Andy Bradfield is a British music producer and mixing engineer known for his work on numerous pop and rock records, including projects with artists like Rufus Wainwright.
  • D. Andy Stott
    Andy Stott is a British electronic music producer and DJ known for his dark, experimental techno and dub-influenced soundscapes released primarily on the Modern Love label.
  • E. Andrew Weatherall
    Andrew Weatherall was an influential British DJ, producer, and remixer known for helping pioneer the fusion of rock and dance music in the late 1980s and early 1990s.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980be37208190962e91f1e19df159 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe259408190a7e88482c96f24a9 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cdc285788190a05a51295306f087 completed May 3, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6ceafcca88190bcd65be3c4440987 completed May 3, 2026, 4:27 a.m.
Created at: April 9, 2026, 8:58 p.m.