Triple

T20042797
Position Surface form Disambiguated ID Type / Status
Subject Descendents E497470 entity
Predicate member P10 FINISHED
Object Milo Aukerman
Milo Aukerman is an American singer and biochemist best known as the longtime frontman and lyricist of the influential punk rock band Descendents.
 E1408304 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: Milo Aukerman | Statement: [Descendents, member, Milo Aukerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milo Aukerman
Context triple: [Descendents, member, Milo Aukerman]
  • A. Joey Santiago
    Joey Santiago is an American guitarist best known as the lead guitarist and co-founder of the influential alternative rock band Pixies.
  • B. David Yow
    David Yow is an American musician best known as the intense and charismatic lead vocalist of the noise rock band The Jesus Lizard.
  • C. Doug Martsch
    Doug Martsch is an American indie rock musician best known as the singer, guitarist, and primary songwriter of the band Built to Spill.
  • D. Mark Eitzel
    Mark Eitzel is an American singer-songwriter best known as the frontman of the indie rock band American Music Club and for his emotionally intense, melancholic songwriting.
  • E. Jeremy Enigk
    Jeremy Enigk is an American singer-songwriter best known as the frontman of the influential indie rock band Sunny Day Real Estate and for his atmospheric solo work.
  • 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: Milo Aukerman
Triple: [Descendents, member, Milo Aukerman]
Generated description
Milo Aukerman is an American singer and biochemist best known as the longtime frontman and lyricist of the influential punk rock band Descendents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milo Aukerman
Target entity description: Milo Aukerman is an American singer and biochemist best known as the longtime frontman and lyricist of the influential punk rock band Descendents.
  • A. Joey Santiago
    Joey Santiago is an American guitarist best known as the lead guitarist and co-founder of the influential alternative rock band Pixies.
  • B. David Yow
    David Yow is an American musician best known as the intense and charismatic lead vocalist of the noise rock band The Jesus Lizard.
  • C. Doug Martsch
    Doug Martsch is an American indie rock musician best known as the singer, guitarist, and primary songwriter of the band Built to Spill.
  • D. Mark Eitzel
    Mark Eitzel is an American singer-songwriter best known as the frontman of the indie rock band American Music Club and for his emotionally intense, melancholic songwriting.
  • E. Jeremy Enigk
    Jeremy Enigk is an American singer-songwriter best known as the frontman of the influential indie rock band Sunny Day Real Estate and for his atmospheric solo work.
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e662ec9ae0819097032ff50d6215c2 completed April 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0815feaf408190adccfa72b51a5cef completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816ee85188190906ba3577cbe8e3e completed May 16, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_6a081753efc88190b3fa2ea810f93220 completed May 16, 2026, 7:05 a.m.
Created at: April 11, 2026, 3:37 p.m.