Triple

T12449305
Position Surface form Disambiguated ID Type / Status
Subject Harvey Pekar (American Splendor character) E297486 entity
Predicate spouse P13 FINISHED
Object Joyce Brabner (American Splendor character)
Joyce Brabner is a key character in the American Splendor comics, portrayed as Harvey Pekar’s intellectually sharp, politically engaged partner who often grounds his neurotic worldview.
 E984051 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: Joyce Brabner (American Splendor character) | Statement: [Harvey Pekar (American Splendor character), spouse, Joyce Brabner (American Splendor character)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joyce Brabner (American Splendor character)
Context triple: [Harvey Pekar (American Splendor character), spouse, Joyce Brabner (American Splendor character)]
  • A. Hildy Beyeler
    Hildy Beyeler is a Swiss art patron known for co-founding the renowned Beyeler Foundation Museum, which houses one of Europe’s leading collections of modern and contemporary art.
  • B. Hildy Brooks
    Hildy Brooks is an American actress known for her work in film and television, including a role in the adaptation of Chaim Potok’s novel "The Chosen."
  • C. Molly Goldberg (character)
    Molly Goldberg is the warm, matriarchal Jewish housewife at the center of Gertrude Berg’s pioneering radio and television series "The Goldbergs," known for her Yiddish-inflected English and neighborly wisdom.
  • D. Elizabeth Costello
    Elizabeth Costello is a 2003 novel by J. M. Coetzee that follows an aging Australian writer whose public lectures and personal crises explore ethics, literature, and the limits of reason.
  • E. Hildy Parks
    Hildy Parks was an American actress and television writer known for her work on stage, screen, and in creating and writing award shows.
  • 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: Joyce Brabner (American Splendor character)
Triple: [Harvey Pekar (American Splendor character), spouse, Joyce Brabner (American Splendor character)]
Generated description
Joyce Brabner is a key character in the American Splendor comics, portrayed as Harvey Pekar’s intellectually sharp, politically engaged partner who often grounds his neurotic worldview.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joyce Brabner (American Splendor character)
Target entity description: Joyce Brabner is a key character in the American Splendor comics, portrayed as Harvey Pekar’s intellectually sharp, politically engaged partner who often grounds his neurotic worldview.
  • A. Hildy Beyeler
    Hildy Beyeler is a Swiss art patron known for co-founding the renowned Beyeler Foundation Museum, which houses one of Europe’s leading collections of modern and contemporary art.
  • B. Hildy Brooks
    Hildy Brooks is an American actress known for her work in film and television, including a role in the adaptation of Chaim Potok’s novel "The Chosen."
  • C. Molly Goldberg (character)
    Molly Goldberg is the warm, matriarchal Jewish housewife at the center of Gertrude Berg’s pioneering radio and television series "The Goldbergs," known for her Yiddish-inflected English and neighborly wisdom.
  • D. Elizabeth Costello
    Elizabeth Costello is a 2003 novel by J. M. Coetzee that follows an aging Australian writer whose public lectures and personal crises explore ethics, literature, and the limits of reason.
  • E. Hildy Parks
    Hildy Parks was an American actress and television writer known for her work on stage, screen, and in creating and writing award shows.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d9e592c81908cf7f3ca170d942c completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1501448190b0a95d7cd249ca9d completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640ef7dd08190bf78d04cffac1a44 completed May 2, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69f641abe114819093d99a327f2220c2 completed May 2, 2026, 6:25 p.m.
Created at: April 8, 2026, 9:56 p.m.