Triple

T19550301
Position Surface form Disambiguated ID Type / Status
Subject All Time Low E489182 entity
Predicate hasMember P10 FINISHED
Object Alex Gaskarth
Alex Gaskarth is the lead vocalist and guitarist of the American pop punk band All Time Low.
E1382010 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: Alex Gaskarth | Statement: [All Time Low, hasMember, Alex Gaskarth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alex Gaskarth
Context triple: [All Time Low, hasMember, Alex Gaskarth]
  • A. Brian "Head" Welch
    Brian "Head" Welch is an American guitarist and songwriter best known as a founding member and lead guitarist of the nu metal band Korn.
  • B. Alex Turner
    Alex Turner is an English musician, singer, and songwriter best known as the frontman and primary songwriter of the rock band Arctic Monkeys.
  • C. Trevor Upham
    Trevor Upham is an American physician and attorney best known as the husband of lawyer and author Cate Edwards, daughter of former U.S. Senator John Edwards.
  • D. Christopher Amott
    Christopher Amott is a Swedish guitarist best known as a founding member of the melodic death metal band Arch Enemy and for his work with several prominent metal acts.
  • E. Corey Taylor
    Corey Taylor is an American singer and songwriter best known as the lead vocalist of the heavy metal band Slipknot and the rock band Stone Sour.
  • 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: Alex Gaskarth
Triple: [All Time Low, hasMember, Alex Gaskarth]
Generated description
Alex Gaskarth is the lead vocalist and guitarist of the American pop punk band All Time Low.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alex Gaskarth
Target entity description: Alex Gaskarth is the lead vocalist and guitarist of the American pop punk band All Time Low.
  • A. Brian "Head" Welch
    Brian "Head" Welch is an American guitarist and songwriter best known as a founding member and lead guitarist of the nu metal band Korn.
  • B. Alex Turner
    Alex Turner is an English musician, singer, and songwriter best known as the frontman and primary songwriter of the rock band Arctic Monkeys.
  • C. Trevor Upham
    Trevor Upham is an American physician and attorney best known as the husband of lawyer and author Cate Edwards, daughter of former U.S. Senator John Edwards.
  • D. Christopher Amott
    Christopher Amott is a Swedish guitarist best known as a founding member of the melodic death metal band Arch Enemy and for his work with several prominent metal acts.
  • E. Corey Taylor
    Corey Taylor is an American singer and songwriter best known as the lead vocalist of the heavy metal band Slipknot and the rock band Stone Sour.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d2feed48190ad49f64980dc885f completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e8ab51481908a5f1a67643c0fd4 completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074fb48c348190ab6cb5571617b942 completed May 15, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_6a075092eaa08190bc8ec203bb8460a1 completed May 15, 2026, 4:57 p.m.
Created at: April 10, 2026, 1:41 p.m.