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.