Triple

T8869262
Position Surface form Disambiguated ID Type / Status
Subject Charles Demuth E211106 entity
Predicate familyName P18 FINISHED
Object Demuth
Demuth is a surname most notably associated with Charles Demuth, an American modernist painter linked to the Precisionist movement.
 E763025 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: Demuth | Statement: [Charles Demuth, familyName, Demuth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Demuth
Context triple: [Charles Demuth, familyName, Demuth]
  • A. Elmore
    Elmore is a fictional, suburban American town characterized by its bizarre residents and surreal events in the animated series "The Amazing World of Gumball."
  • B. Elmore
    Elmore is the birth name of American actor Rip Torn, a prolific character performer known for his intense screen presence and roles in projects like "The Larry Sanders Show" and "Men in Black."
  • C. Elmore
    Elmore is a charismatic, streetwise hustler and gambler who serves as a catalyst for conflict and moral reckoning in August Wilson’s play "King Hedley II."
  • D. Elmore
    Elmore is a small community located within Elmore County in the U.S. state of Alabama.
  • E. Pauls Valley
    Pauls Valley is a small city in Garvin County known as a regional hub in southern Oklahoma with a historic downtown and ties to agriculture and transportation.
  • 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: Demuth
Triple: [Charles Demuth, familyName, Demuth]
Generated description
Demuth is a surname most notably associated with Charles Demuth, an American modernist painter linked to the Precisionist movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Demuth
Target entity description: Demuth is a surname most notably associated with Charles Demuth, an American modernist painter linked to the Precisionist movement.
  • A. Elmore
    Elmore is a fictional, suburban American town characterized by its bizarre residents and surreal events in the animated series "The Amazing World of Gumball."
  • B. Elmore
    Elmore is the birth name of American actor Rip Torn, a prolific character performer known for his intense screen presence and roles in projects like "The Larry Sanders Show" and "Men in Black."
  • C. Elmore
    Elmore is a charismatic, streetwise hustler and gambler who serves as a catalyst for conflict and moral reckoning in August Wilson’s play "King Hedley II."
  • D. Elmore
    Elmore is a small community located within Elmore County in the U.S. state of Alabama.
  • E. Pauls Valley
    Pauls Valley is a small city in Garvin County known as a regional hub in southern Oklahoma with a historic downtown and ties to agriculture and transportation.
  • 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61257a548190955ad71f4c8704d5 completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0e247c88190a97c00ce20f9c1c1 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa1fb68c0819088cfe57441c75087 completed April 3, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69cfa26ab1b881909e42a435f4e3333c completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:51 p.m.