Triple

T2894367
Position Surface form Disambiguated ID Type / Status
Subject The Heart Is a Lonely Hunter E63901 entity
Predicate mainCharacter P1183 FINISHED
Object John Singer
John Singer is a deaf-mute man whose quiet presence and perceived wisdom make him the emotional center for several lonely characters in Carson McCullers' novel "The Heart Is a Lonely Hunter."
E356186 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 Singer | Statement: [The Heart Is a Lonely Hunter, mainCharacter, John Singer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Singer
Context triple: [The Heart Is a Lonely Hunter, mainCharacter, John Singer]
  • A. John Singer Sargent
    John Singer Sargent was a prominent American expatriate painter of the late 19th and early 20th centuries, renowned for his virtuoso portraiture and refined, cosmopolitan style.
  • B. William Merritt Chase
    William Merritt Chase was a prominent American painter and influential art teacher known for his Impressionist style and for founding and teaching at several important art schools in the United States.
  • C. Winslow Homer
    Winslow Homer was a prominent 19th-century American painter and printmaker best known for his powerful marine subjects and realist depictions of rural life.
  • D. James McNeill Whistler
    James McNeill Whistler was an influential American-born, British-based painter and printmaker of the late 19th century, best known for his subtle tonal compositions such as "Whistler's Mother."
  • E. Willard Metcalf
    Willard Metcalf was an American Impressionist painter known for his luminous New England landscapes and association with the Ten American Painters.
  • 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 Singer
Triple: [The Heart Is a Lonely Hunter, mainCharacter, John Singer]
Generated description
John Singer is a deaf-mute man whose quiet presence and perceived wisdom make him the emotional center for several lonely characters in Carson McCullers' novel "The Heart Is a Lonely Hunter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Singer
Target entity description: John Singer is a deaf-mute man whose quiet presence and perceived wisdom make him the emotional center for several lonely characters in Carson McCullers' novel "The Heart Is a Lonely Hunter."
  • A. John Singer Sargent
    John Singer Sargent was a prominent American expatriate painter of the late 19th and early 20th centuries, renowned for his virtuoso portraiture and refined, cosmopolitan style.
  • B. William Merritt Chase
    William Merritt Chase was a prominent American painter and influential art teacher known for his Impressionist style and for founding and teaching at several important art schools in the United States.
  • C. Winslow Homer
    Winslow Homer was a prominent 19th-century American painter and printmaker best known for his powerful marine subjects and realist depictions of rural life.
  • D. James McNeill Whistler
    James McNeill Whistler was an influential American-born, British-based painter and printmaker of the late 19th century, best known for his subtle tonal compositions such as "Whistler's Mother."
  • E. Willard Metcalf
    Willard Metcalf was an American Impressionist painter known for his luminous New England landscapes and association with the Ten American Painters.
  • 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_69b354505574819083ae7d36e461366b completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b35546dfa0819081800009fbe8afe3 completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355cecc4c81908ecb5f83e89b4a00 completed March 13, 2026, 12:09 a.m.
Created at: March 6, 2026, 10:07 p.m.