Triple

T4292379
Position Surface form Disambiguated ID Type / Status
Subject Angel E99624 entity
Predicate character P662 FINISHED
Object Winifred "Fred" Burkle
Winifred "Fred" Burkle is a brilliant but traumatized physicist and former dimensionally displaced survivor who becomes a key member of Angel Investigations on the television series *Angel*.
E429722 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: Winifred "Fred" Burkle | Statement: [Angel, character, Winifred "Fred" Burkle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winifred "Fred" Burkle
Context triple: [Angel, character, Winifred "Fred" Burkle]
  • A. Caroline Bamberger Fuld
    Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
  • B. Eleanor Pieck
    Eleanor Pieck was a daughter of Wilhelm Pieck, the first (and only) president of the German Democratic Republic and a prominent German communist politician.
  • C. Ginger Howard Friedman
    Ginger Howard Friedman is an American writer and humorist known for her essays and short stories, and for her long marriage to novelist and screenwriter Bruce Jay Friedman.
  • D. Elizabeth Paepcke
    Elizabeth Paepcke was an American philanthropist and cultural visionary who, with her husband Walter, played a central role in transforming Aspen, Colorado into an international center for arts, ideas, and intellectual dialogue.
  • E. Delos A. Blodgett
    Delos A. Blodgett was a 19th-century American lumber baron and philanthropist from Michigan, known for his significant role in the region’s timber industry and civic development.
  • 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: Winifred "Fred" Burkle
Triple: [Angel, character, Winifred "Fred" Burkle]
Generated description
Winifred "Fred" Burkle is a brilliant but traumatized physicist and former dimensionally displaced survivor who becomes a key member of Angel Investigations on the television series *Angel*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winifred "Fred" Burkle
Target entity description: Winifred "Fred" Burkle is a brilliant but traumatized physicist and former dimensionally displaced survivor who becomes a key member of Angel Investigations on the television series *Angel*.
  • A. Caroline Bamberger Fuld
    Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
  • B. Eleanor Pieck
    Eleanor Pieck was a daughter of Wilhelm Pieck, the first (and only) president of the German Democratic Republic and a prominent German communist politician.
  • C. Ginger Howard Friedman
    Ginger Howard Friedman is an American writer and humorist known for her essays and short stories, and for her long marriage to novelist and screenwriter Bruce Jay Friedman.
  • D. Elizabeth Paepcke
    Elizabeth Paepcke was an American philanthropist and cultural visionary who, with her husband Walter, played a central role in transforming Aspen, Colorado into an international center for arts, ideas, and intellectual dialogue.
  • E. Delos A. Blodgett
    Delos A. Blodgett was a 19th-century American lumber baron and philanthropist from Michigan, known for his significant role in the region’s timber industry and civic development.
  • 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_69b3455175088190aa79c6e03b86647e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3508035a08190b752c8edce0aff86 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c739df2c8190af6f8d9bf36afca8 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5cb0529f881908ec004a07c47306e completed March 14, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69b5cba3a41481908622509478184052 completed March 14, 2026, 8:57 p.m.
Created at: March 12, 2026, 11:08 p.m.