Triple

T14694626
Position Surface form Disambiguated ID Type / Status
Subject David Ebershoff E345120 entity
Predicate partOf P40 FINISHED
Object American LGBT writers
American LGBT writers are authors from the United States who identify as lesbian, gay, bisexual, or transgender and whose work often explores queer identities, experiences, and themes.
E1114068 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: American LGBT writers | Statement: [David Ebershoff, partOf, American LGBT writers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American LGBT writers
Context triple: [David Ebershoff, partOf, American LGBT writers]
  • A. Leslie Feinberg
    Leslie Feinberg was an American transgender activist, Marxist, and author best known for the groundbreaking novel "Stone Butch Blues," which powerfully depicted working-class queer and trans experiences.
  • B. Armistead Maupin
    Armistead Maupin is an American writer best known for his groundbreaking "Tales of the City" series, which chronicles the lives of a diverse group of characters in San Francisco.
  • C. Anne Napolitano
    Anne Napolitano is a character from the film "The Fisher King," involved in the story’s exploration of loneliness, connection, and redemption.
  • D. Randy Shilts
    Randy Shilts was an American journalist and author known for his pioneering coverage of the AIDS crisis and LGBTQ issues, particularly through his influential book "And the Band Played On."
  • E. Eileen Myles
    Eileen Myles is an American poet, novelist, and essayist known for their candid, experimental writing and influential role in contemporary queer literature.
  • 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: American LGBT writers
Triple: [David Ebershoff, partOf, American LGBT writers]
Generated description
American LGBT writers are authors from the United States who identify as lesbian, gay, bisexual, or transgender and whose work often explores queer identities, experiences, and themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American LGBT writers
Target entity description: American LGBT writers are authors from the United States who identify as lesbian, gay, bisexual, or transgender and whose work often explores queer identities, experiences, and themes.
  • A. Leslie Feinberg
    Leslie Feinberg was an American transgender activist, Marxist, and author best known for the groundbreaking novel "Stone Butch Blues," which powerfully depicted working-class queer and trans experiences.
  • B. Armistead Maupin
    Armistead Maupin is an American writer best known for his groundbreaking "Tales of the City" series, which chronicles the lives of a diverse group of characters in San Francisco.
  • C. Anne Napolitano
    Anne Napolitano is a character from the film "The Fisher King," involved in the story’s exploration of loneliness, connection, and redemption.
  • D. Randy Shilts
    Randy Shilts was an American journalist and author known for his pioneering coverage of the AIDS crisis and LGBTQ issues, particularly through his influential book "And the Band Played On."
  • E. Eileen Myles
    Eileen Myles is an American poet, novelist, and essayist known for their candid, experimental writing and influential role in contemporary queer literature.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb586e7108190be644db9cf9a4d99 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde18e279c8190814f90e947734541 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde259ea5881909d48031a183ca614 completed May 8, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_69fde2d0445881908b17fc24369ee90f completed May 8, 2026, 1:19 p.m.
Created at: April 10, 2026, 1:28 a.m.