Triple

T10282488
Position Surface form Disambiguated ID Type / Status
Subject BT E241135 entity
Predicate notableWork P4 FINISHED
Object album "These Hopeful Machines"
"These Hopeful Machines" is a Grammy-nominated electronic dance music album by American producer BT, known for its intricate sound design and emotionally rich, progressive compositions.
E852515 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: album "These Hopeful Machines" | Statement: [BT, notableWork, album "These Hopeful Machines"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: album "These Hopeful Machines"
Context triple: [BT, notableWork, album "These Hopeful Machines"]
  • A. album "Hope"
    "Hope" is the debut studio album by Northern Irish singer-songwriter Foy Vance, showcasing his soulful, folk-influenced sound and lyrical storytelling.
  • B. album "Digital Ash in a Digital Urn"
    "Digital Ash in a Digital Urn" is an experimental, electronically infused indie rock album by Conor Oberst’s band Bright Eyes, known for its introspective lyrics and departure from the group’s earlier folk-oriented sound.
  • C. album "Be Careful What You Wish For"
    "Be Careful What You Wish For" is a hip-hop album by American rapper Consequence (Dexter Raymond Mills Jr.) that showcases his introspective lyricism and distinctive storytelling.
  • D. album "Hush"
    "Hush" is a collaborative album by vocalist Bobby McFerrin and cellist Yo-Yo Ma that blends classical, jazz, and improvisational styles into intimate, genre-crossing interpretations.
  • E. Hope (EP)
    Hope (EP) is a music release by Will Oldham under his Palace Music moniker, showcasing his distinctive lo-fi, alt-country songwriting.
  • 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: album "These Hopeful Machines"
Triple: [BT, notableWork, album "These Hopeful Machines"]
Generated description
"These Hopeful Machines" is a Grammy-nominated electronic dance music album by American producer BT, known for its intricate sound design and emotionally rich, progressive compositions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: album "These Hopeful Machines"
Target entity description: "These Hopeful Machines" is a Grammy-nominated electronic dance music album by American producer BT, known for its intricate sound design and emotionally rich, progressive compositions.
  • A. album "Hope"
    "Hope" is the debut studio album by Northern Irish singer-songwriter Foy Vance, showcasing his soulful, folk-influenced sound and lyrical storytelling.
  • B. album "Digital Ash in a Digital Urn"
    "Digital Ash in a Digital Urn" is an experimental, electronically infused indie rock album by Conor Oberst’s band Bright Eyes, known for its introspective lyrics and departure from the group’s earlier folk-oriented sound.
  • C. album "Be Careful What You Wish For"
    "Be Careful What You Wish For" is a hip-hop album by American rapper Consequence (Dexter Raymond Mills Jr.) that showcases his introspective lyricism and distinctive storytelling.
  • D. album "Hush"
    "Hush" is a collaborative album by vocalist Bobby McFerrin and cellist Yo-Yo Ma that blends classical, jazz, and improvisational styles into intimate, genre-crossing interpretations.
  • E. Hope (EP)
    Hope (EP) is a music release by Will Oldham under his Palace Music moniker, showcasing his distinctive lo-fi, alt-country songwriting.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2a22f9881908b220dbe1e80c101 completed April 7, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f8352a108190b3692a2de3cb4dea completed April 9, 2026, 12:52 a.m.
NEDg Description generation batch_69d6fcae243c819095a2e791716805bd completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd3495fc8190a093d2536cfbe58a completed April 9, 2026, 1:13 a.m.
Created at: April 6, 2026, 11:39 a.m.