Triple

T19619072
Position Surface form Disambiguated ID Type / Status
Subject Marie Shabata E470946 entity
Predicate killedBy P4646 FINISHED
Object Frank Shabata
Frank Shabata is a character in Willa Cather's novel "O Pioneers!" known for his volatile temperament and tragic role in the story's central crime of passion.
 E1301543 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: Frank Shabata | Statement: [Marie Shabata, killedBy, Frank Shabata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank Shabata
Context triple: [Marie Shabata, killedBy, Frank Shabata]
  • A. Frank Shabata
    Frank Shabata is a fictional Bohemian farmer in Willa Cather’s novel "O Pioneers!", known for his troubled marriage and life on the Nebraska prairie.
  • B. Martin Shakkum
    Martin Shakkum is a Russian politician and public figure who ran as a candidate in the 1996 Russian presidential election.
  • C. Ray Shostak
    Ray Shostak is a British public policy and performance management expert known for his leadership roles in government, including directing initiatives to improve public service delivery.
  • D. David Shaber
    David Shaber was an American screenwriter best known for his work on influential 1970s and 1980s films, including the cult classic "The Warriors."
  • E. Jay Shofet
    Jay Shofet is an Israeli environmental advocate and sustainability professional known for his work in conservation and public policy.
  • 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: Frank Shabata
Triple: [Marie Shabata, killedBy, Frank Shabata]
Generated description
Frank Shabata is a character in Willa Cather's novel "O Pioneers!" known for his volatile temperament and tragic role in the story's central crime of passion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank Shabata
Target entity description: Frank Shabata is a character in Willa Cather's novel "O Pioneers!" known for his volatile temperament and tragic role in the story's central crime of passion.
  • A. Frank Shabata chosen
    Frank Shabata is a fictional Bohemian farmer in Willa Cather’s novel "O Pioneers!", known for his troubled marriage and life on the Nebraska prairie.
  • B. Martin Shakkum
    Martin Shakkum is a Russian politician and public figure who ran as a candidate in the 1996 Russian presidential election.
  • C. Ray Shostak
    Ray Shostak is a British public policy and performance management expert known for his leadership roles in government, including directing initiatives to improve public service delivery.
  • D. David Shaber
    David Shaber was an American screenwriter best known for his work on influential 1970s and 1980s films, including the cult classic "The Warriors."
  • E. Jay Shofet
    Jay Shofet is an Israeli environmental advocate and sustainability professional known for his work in conservation and public policy.
  • F. None of above.

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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640e4570c81909fc4f9b871346337 completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077edc7028819097379146c15d9e64 completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a077f87d96c8190a8d9ee82e84be1f2 completed May 15, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_6a07816f54408190b6458ed0d17f9b60 completed May 15, 2026, 8:26 p.m.
Created at: April 10, 2026, 1:43 p.m.