Triple

T2894378
Position Surface form Disambiguated ID Type / Status
Subject The Heart Is a Lonely Hunter E63901 entity
Predicate protagonistTrait P21469 FINISHED
Object John Singer is deaf and mute
John Singer is a central character in Carson McCullers' novel "The Heart Is a Lonely Hunter," portrayed as a gentle, introspective deaf-mute whose silence draws others to confide in him.
 E308222 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 is deaf and mute | Statement: [The Heart Is a Lonely Hunter, protagonistTrait, John Singer is deaf and mute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Singer is deaf and mute
Context triple: [The Heart Is a Lonely Hunter, protagonistTrait, John Singer is deaf and mute]
  • A. Campbell Singer
    Campbell Singer was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies and dramas.
  • B. Andrew Singer
    Andrew Singer is a television producer best known for his executive production work on the satirical sketch comedy series "Portlandia."
  • C. Darold Knowles
    Darold Knowles is a former Major League Baseball relief pitcher best known for his role in the Oakland Athletics' early-1970s championship teams and for pitching in all seven games of the 1973 World Series.
  • D. Jules Munshin
    Jules Munshin was an American comic actor and singer best known for his energetic musical-comedy roles in mid-20th-century Hollywood films and on Broadway.
  • E. Owen Marks
    Owen Marks was a prominent American film editor best known for his work on classic Hollywood films, including the iconic 1942 drama "Casablanca."
  • 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 is deaf and mute
Triple: [The Heart Is a Lonely Hunter, protagonistTrait, John Singer is deaf and mute]
Generated description
John Singer is a central character in Carson McCullers' novel "The Heart Is a Lonely Hunter," portrayed as a gentle, introspective deaf-mute whose silence draws others to confide in him.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Singer is deaf and mute
Target entity description: John Singer is a central character in Carson McCullers' novel "The Heart Is a Lonely Hunter," portrayed as a gentle, introspective deaf-mute whose silence draws others to confide in him.
  • A. Campbell Singer
    Campbell Singer was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies and dramas.
  • B. Andrew Singer
    Andrew Singer is a television producer best known for his executive production work on the satirical sketch comedy series "Portlandia."
  • C. Darold Knowles
    Darold Knowles is a former Major League Baseball relief pitcher best known for his role in the Oakland Athletics' early-1970s championship teams and for pitching in all seven games of the 1973 World Series.
  • D. Jules Munshin
    Jules Munshin was an American comic actor and singer best known for his energetic musical-comedy roles in mid-20th-century Hollywood films and on Broadway.
  • E. Owen Marks
    Owen Marks was a prominent American film editor best known for his work on classic Hollywood films, including the iconic 1942 drama "Casablanca."
  • 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.