Triple

T14216637
Position Surface form Disambiguated ID Type / Status
Subject Julie Hesmondhalgh E352368 entity
Predicate notableWork P4 FINISHED
Object Queers
Queers is a British television drama series consisting of monologues that explore the experiences and history of LGBTQ+ people in the UK across the 20th and 21st centuries.
E1088675 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: Queers | Statement: [Julie Hesmondhalgh, notableWork, Queers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queers
Context triple: [Julie Hesmondhalgh, notableWork, Queers]
  • A. 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.
  • B. Falsettos
    Falsettos is a Tony Award–winning Broadway musical by William Finn and James Lapine that explores family, sexuality, and identity in the early years of the AIDS crisis.
  • C. Aunt Plenty
    Aunt Plenty is a kind-hearted, comfortably plump, and old-fashioned guardian figure in Louisa May Alcott’s novel "Eight Cousins," known for her generosity and domestic fussing over the young heroine and her cousins.
  • D. But I'm a Cheerleader
    But I'm a Cheerleader is a 1999 satirical coming-of-age comedy film about a teenage cheerleader sent to a conversion therapy camp, noted for its campy style and LGBTQ+ themes.
  • E. 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.
  • 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: Queers
Triple: [Julie Hesmondhalgh, notableWork, Queers]
Generated description
Queers is a British television drama series consisting of monologues that explore the experiences and history of LGBTQ+ people in the UK across the 20th and 21st centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queers
Target entity description: Queers is a British television drama series consisting of monologues that explore the experiences and history of LGBTQ+ people in the UK across the 20th and 21st centuries.
  • A. 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.
  • B. Falsettos
    Falsettos is a Tony Award–winning Broadway musical by William Finn and James Lapine that explores family, sexuality, and identity in the early years of the AIDS crisis.
  • C. Aunt Plenty
    Aunt Plenty is a kind-hearted, comfortably plump, and old-fashioned guardian figure in Louisa May Alcott’s novel "Eight Cousins," known for her generosity and domestic fussing over the young heroine and her cousins.
  • D. But I'm a Cheerleader
    But I'm a Cheerleader is a 1999 satirical coming-of-age comedy film about a teenage cheerleader sent to a conversion therapy camp, noted for its campy style and LGBTQ+ themes.
  • E. 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.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6210213481908fac6893e8a9f143 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28101e1881909f7a6c0cc762204c completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b3ae0c0819089bdc277d66b20ae completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2f51a2cc81908b222a1830e2c8e4 completed May 8, 2026, 12:33 a.m.
Created at: April 10, 2026, 1:06 a.m.