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.