Triple

T11957645
Position Surface form Disambiguated ID Type / Status
Subject Sway E284593 entity
Predicate developer P73 FINISHED
Object Drew DeVault
Drew DeVault is a software engineer and open-source advocate known for creating minimalist tools and platforms such as the Sway window manager and the SourceHut development platform.
E956157 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: Drew DeVault | Statement: [Sway, developer, Drew DeVault]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Drew DeVault
Context triple: [Sway, developer, Drew DeVault]
  • A. Adam Storke
    Adam Storke is an American actor best known for his roles in film and television, including his prominent appearance in the miniseries adaptation of Stephen King’s "The Stand."
  • B. 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.
  • C. Nile Freeman
    Nile Freeman is a young U.S. Marine who discovers her immortality and becomes the newest member of the ancient warrior team in the comic-based action film "The Old Guard."
  • D. Josh Tillman
    Josh Tillman, better known by his stage name Father John Misty, is an American singer-songwriter and former Fleet Foxes drummer acclaimed for his introspective, often satirical indie folk music.
  • E. Nathaniel Rateliff
    Nathaniel Rateliff is an American singer-songwriter and musician known for his soulful blend of folk, Americana, and vintage R&B, particularly as the frontman of Nathaniel Rateliff & The Night Sweats.
  • 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: Drew DeVault
Triple: [Sway, developer, Drew DeVault]
Generated description
Drew DeVault is a software engineer and open-source advocate known for creating minimalist tools and platforms such as the Sway window manager and the SourceHut development platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Drew DeVault
Target entity description: Drew DeVault is a software engineer and open-source advocate known for creating minimalist tools and platforms such as the Sway window manager and the SourceHut development platform.
  • A. Adam Storke
    Adam Storke is an American actor best known for his roles in film and television, including his prominent appearance in the miniseries adaptation of Stephen King’s "The Stand."
  • B. 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.
  • C. Nile Freeman
    Nile Freeman is a young U.S. Marine who discovers her immortality and becomes the newest member of the ancient warrior team in the comic-based action film "The Old Guard."
  • D. Josh Tillman
    Josh Tillman, better known by his stage name Father John Misty, is an American singer-songwriter and former Fleet Foxes drummer acclaimed for his introspective, often satirical indie folk music.
  • E. Nathaniel Rateliff
    Nathaniel Rateliff is an American singer-songwriter and musician known for his soulful blend of folk, Americana, and vintage R&B, particularly as the frontman of Nathaniel Rateliff & The Night Sweats.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903681a00819098c2b5260e2ef834 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f459210d1c8190953cd01da3d2ad04 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.