Triple

T13386772
Position Surface form Disambiguated ID Type / Status
Subject Emlyn Williams E319463 entity
Predicate wrote P2831 FINISHED
Object He Was Born Gay
He Was Born Gay is a 1937 novel by Welsh writer Emlyn Williams that explores themes of identity, sexuality, and social constraint in pre-war Britain.
E1037195 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: He Was Born Gay | Statement: [Emlyn Williams, wrote, He Was Born Gay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: He Was Born Gay
Context triple: [Emlyn Williams, wrote, He Was Born Gay]
  • A. If You Were Gay
    "If You Were Gay" is a comedic musical number from the Broadway show Avenue Q in which one puppet reassures his roommate that he would accept him regardless of his sexual orientation.
  • B. In & Out of The Closet
    In & Out of The Closet is a documentary film by Jacob Bernstein that explores LGBTQ+ identity, fashion, and self-expression.
  • C. Keep It Gay
    "Keep It Gay" is a comedic show tune from the Rodgers and Hammerstein musical *Me and Juliet*, celebrating flamboyant theatricality and lighthearted camp.
  • D. The Glass Closet
    The Glass Closet is a book by John Browne that explores how openness about sexual orientation in the workplace benefits both individuals and businesses.
  • E. The Bisexual
    The Bisexual is a British comedy-drama television series that explores the romantic and sexual identity of a woman coming to terms with her bisexuality.
  • 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: He Was Born Gay
Triple: [Emlyn Williams, wrote, He Was Born Gay]
Generated description
He Was Born Gay is a 1937 novel by Welsh writer Emlyn Williams that explores themes of identity, sexuality, and social constraint in pre-war Britain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: He Was Born Gay
Target entity description: He Was Born Gay is a 1937 novel by Welsh writer Emlyn Williams that explores themes of identity, sexuality, and social constraint in pre-war Britain.
  • A. If You Were Gay
    "If You Were Gay" is a comedic musical number from the Broadway show Avenue Q in which one puppet reassures his roommate that he would accept him regardless of his sexual orientation.
  • B. In & Out of The Closet
    In & Out of The Closet is a documentary film by Jacob Bernstein that explores LGBTQ+ identity, fashion, and self-expression.
  • C. Keep It Gay
    "Keep It Gay" is a comedic show tune from the Rodgers and Hammerstein musical *Me and Juliet*, celebrating flamboyant theatricality and lighthearted camp.
  • D. The Glass Closet
    The Glass Closet is a book by John Browne that explores how openness about sexual orientation in the workplace benefits both individuals and businesses.
  • E. The Bisexual
    The Bisexual is a British comedy-drama television series that explores the romantic and sexual identity of a woman coming to terms with her bisexuality.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce96d1881909957fdd068a7f55d completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7268f9a908190843481dd313f5a11 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7272115f4819092e4fa0fd7f130b5 completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f72992483c8190873ba7050ad9e6fa completed May 3, 2026, 10:55 a.m.
Created at: April 9, 2026, 9:34 p.m.