Triple

T2894369
Position Surface form Disambiguated ID Type / Status
Subject The Heart Is a Lonely Hunter E63901 entity
Predicate mainCharacter P1183 FINISHED
Object Dr. Benedict Copeland
Dr. Benedict Copeland is a principled, idealistic Black physician in Carson McCullers’ novel *The Heart Is a Lonely Hunter*, known for his intellectual rigor, social activism, and emotional isolation in a segregated Southern town.
E308219 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: Dr. Benedict Copeland | Statement: [The Heart Is a Lonely Hunter, mainCharacter, Dr. Benedict Copeland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Benedict Copeland
Context triple: [The Heart Is a Lonely Hunter, mainCharacter, Dr. Benedict Copeland]
  • A. Dr. Nigel Channing
    Dr. Nigel Channing is a whimsical, lab-coated scientist character from Epcot’s Imagination pavilion who guides guests through playful explorations of creativity and the senses alongside Figment.
  • B. Giles Hopkins
    Giles Hopkins was a Mayflower passenger and early settler in Plymouth Colony, known as the son of fellow passenger Stephen Hopkins.
  • C. Daniel Butterfield
    Daniel Butterfield was a Union Army general in the American Civil War, best known for composing the bugle call "Taps."
  • D. Dr. Robert Hartley
    Dr. Robert Hartley is the mild-mannered Chicago psychologist and central comedic figure portrayed by Bob Newhart on the classic sitcom "The Bob Newhart Show."
  • E. Dr. Erasmus Craven
    Dr. Erasmus Craven is a timid but good-hearted sorcerer, portrayed by Vincent Price, who becomes entangled in a magical rivalry in the 1963 horror-comedy film "The Raven."
  • 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: Dr. Benedict Copeland
Triple: [The Heart Is a Lonely Hunter, mainCharacter, Dr. Benedict Copeland]
Generated description
Dr. Benedict Copeland is a principled, idealistic Black physician in Carson McCullers’ novel *The Heart Is a Lonely Hunter*, known for his intellectual rigor, social activism, and emotional isolation in a segregated Southern town.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Benedict Copeland
Target entity description: Dr. Benedict Copeland is a principled, idealistic Black physician in Carson McCullers’ novel *The Heart Is a Lonely Hunter*, known for his intellectual rigor, social activism, and emotional isolation in a segregated Southern town.
  • A. Dr. Nigel Channing
    Dr. Nigel Channing is a whimsical, lab-coated scientist character from Epcot’s Imagination pavilion who guides guests through playful explorations of creativity and the senses alongside Figment.
  • B. Giles Hopkins
    Giles Hopkins was a Mayflower passenger and early settler in Plymouth Colony, known as the son of fellow passenger Stephen Hopkins.
  • C. Daniel Butterfield
    Daniel Butterfield was a Union Army general in the American Civil War, best known for composing the bugle call "Taps."
  • D. Dr. Robert Hartley
    Dr. Robert Hartley is the mild-mannered Chicago psychologist and central comedic figure portrayed by Bob Newhart on the classic sitcom "The Bob Newhart Show."
  • E. Dr. Erasmus Craven
    Dr. Erasmus Craven is a timid but good-hearted sorcerer, portrayed by Vincent Price, who becomes entangled in a magical rivalry in the 1963 horror-comedy film "The Raven."
  • 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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe063de6c8190bce9ddefd1dd62e1 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b031814764819096a1664b468ec817 completed March 10, 2026, 2:58 p.m.
NEDg Description generation batch_69b03206ad288190aaa97a9379f3438c completed March 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69b0398b955c81909c6155706f4b90e9 completed March 10, 2026, 3:32 p.m.
Created at: March 6, 2026, 10:07 p.m.