Triple

T18007067
Position Surface form Disambiguated ID Type / Status
Subject Alexandra Bergson E430779 entity
Predicate hasParent P120 FINISHED
Object John Bergson
John Bergson is the immigrant farmer father of Alexandra Bergson in Willa Cather’s novel "O Pioneers!", whose death leaves her to manage and transform the family homestead on the Nebraska prairie.
E1304790 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: John Bergson | Statement: [Alexandra Bergson, hasParent, John Bergson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Bergson
Context triple: [Alexandra Bergson, hasParent, John Bergson]
  • A. Ernst J. Berg
    Ernst J. Berg was an electrical engineer and educator known for his contributions to early radio engineering and for helping establish electrical engineering as an academic discipline in the United States.
  • B. Ernst Peterson
    Ernst Peterson was a German military officer who commanded the Zeppelin airship LZ 37 during World War I.
  • C. Fred Borch
    Fred Borch was an American business executive best known for his leadership at General Electric and his influential role in U.S. corporate governance circles.
  • D. Oscar Bergson
    Oscar Bergson is a character in Willa Cather’s novel "O Pioneers!", one of Alexandra Bergson’s brothers in the immigrant farming family on the Nebraska prairie.
  • E. Walter Berglund
    Walter Berglund is a central character in Jonathan Franzen's novel "Freedom," portrayed as an idealistic, environmentally conscious family man whose personal and moral struggles drive much of the book's narrative.
  • 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: John Bergson
Triple: [Alexandra Bergson, hasParent, John Bergson]
Generated description
John Bergson is the immigrant farmer father of Alexandra Bergson in Willa Cather’s novel "O Pioneers!", whose death leaves her to manage and transform the family homestead on the Nebraska prairie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Bergson
Target entity description: John Bergson is the immigrant farmer father of Alexandra Bergson in Willa Cather’s novel "O Pioneers!", whose death leaves her to manage and transform the family homestead on the Nebraska prairie.
  • A. Ernst J. Berg
    Ernst J. Berg was an electrical engineer and educator known for his contributions to early radio engineering and for helping establish electrical engineering as an academic discipline in the United States.
  • B. Ernst Peterson
    Ernst Peterson was a German military officer who commanded the Zeppelin airship LZ 37 during World War I.
  • C. Fred Borch
    Fred Borch was an American business executive best known for his leadership at General Electric and his influential role in U.S. corporate governance circles.
  • D. Oscar Bergson
    Oscar Bergson is a character in Willa Cather’s novel "O Pioneers!", one of Alexandra Bergson’s brothers in the immigrant farming family on the Nebraska prairie.
  • E. Walter Berglund
    Walter Berglund is a central character in Jonathan Franzen's novel "Freedom," portrayed as an idealistic, environmentally conscious family man whose personal and moral struggles drive much of the book's narrative.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b51c7da48190ab70775a672e2d5f completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a035d7ec324819099a074f6f5066190 completed May 12, 2026, 5:03 p.m.
NEDg Description generation batch_6a0361aa77808190a9fb298cf1b3b785 completed May 12, 2026, 5:21 p.m.
NED2 Entity disambiguation (via description) batch_6a036203e7e8819094e6bbb40b79e533 completed May 12, 2026, 5:23 p.m.
Created at: April 10, 2026, 10:24 a.m.