Triple

T2723928
Position Surface form Disambiguated ID Type / Status
Subject ATO Records E60144 entity
Predicate hasArtist P5936 FINISHED
Object Margaret Glaspy
Margaret Glaspy is an American singer-songwriter and guitarist known for her raw, introspective indie rock and folk-influenced music.
 E291925 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: Margaret Glaspy | Statement: [ATO Records, hasArtist, Margaret Glaspy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Glaspy
Context triple: [ATO Records, hasArtist, Margaret Glaspy]
  • A. Lucy Dacus
    Lucy Dacus is an American indie rock singer-songwriter and guitarist known for her introspective lyrics, rich vocals, and work both as a solo artist and as a member of the supergroup boygenius.
  • B. Julien Baker
    Julien Baker is an American singer-songwriter and guitarist known for her emotionally raw, introspective indie rock and folk-influenced music, both as a solo artist and as a member of the supergroup boygenius.
  • C. Aimee Mott
    Aimee Mott was the wife of American industrialist and philanthropist Charles Stewart Mott, associated with his prominent role in the early automotive industry and civic life.
  • D. Sky Ferreira
    Sky Ferreira is an American singer, songwriter, model, and actress known for her synth-pop and indie pop music, particularly her critically acclaimed debut album "Night Time, My Time."
  • E. Margo King
    Margo King is a notable individual distinguished enough to be recognized as a prominent bearer of the surname King.
  • 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: Margaret Glaspy
Triple: [ATO Records, hasArtist, Margaret Glaspy]
Generated description
Margaret Glaspy is an American singer-songwriter and guitarist known for her raw, introspective indie rock and folk-influenced music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Margaret Glaspy
Target entity description: Margaret Glaspy is an American singer-songwriter and guitarist known for her raw, introspective indie rock and folk-influenced music.
  • A. Lucy Dacus
    Lucy Dacus is an American indie rock singer-songwriter and guitarist known for her introspective lyrics, rich vocals, and work both as a solo artist and as a member of the supergroup boygenius.
  • B. Julien Baker
    Julien Baker is an American singer-songwriter and guitarist known for her emotionally raw, introspective indie rock and folk-influenced music, both as a solo artist and as a member of the supergroup boygenius.
  • C. Aimee Mott
    Aimee Mott was the wife of American industrialist and philanthropist Charles Stewart Mott, associated with his prominent role in the early automotive industry and civic life.
  • D. Sky Ferreira
    Sky Ferreira is an American singer, songwriter, model, and actress known for her synth-pop and indie pop music, particularly her critically acclaimed debut album "Night Time, My Time."
  • E. Margo King
    Margo King is a notable individual distinguished enough to be recognized as a prominent bearer of the surname King.
  • 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacc0a6881909b64a4d22e1d7690 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb69605308190b5a8078b275791fb completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7aa131c81908cdfbda9575312f3 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:55 p.m.