Triple
T19505698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lambda Literary Foundation |
E488015
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
LGBTQ Writers in Schools
LGBTQ Writers in Schools is an educational outreach program that brings LGBTQ authors into classrooms to engage students in discussions about queer literature, identity, and representation.
|
E1379984
|
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: LGBTQ Writers in Schools | Statement: [Lambda Literary Foundation, hasProgram, LGBTQ Writers in Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LGBTQ Writers in Schools Context triple: [Lambda Literary Foundation, hasProgram, LGBTQ Writers in Schools]
-
A.
Lambda Literary Foundation
Lambda Literary Foundation is a nonprofit organization dedicated to promoting LGBTQ literature and supporting queer writers through awards, programs, and advocacy.
-
B.
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.
-
C.
LGBTQ Poetry
LGBTQ Poetry is a literary genre comprising poems that explore lesbian, gay, bisexual, transgender, and queer experiences, identities, and themes.
-
D.
LGBTQ Nonfiction
LGBTQ Nonfiction is a literary genre comprising factual works that explore the histories, experiences, identities, and issues of lesbian, gay, bisexual, transgender, and queer people.
-
E.
Bisexual Book Awards
The Bisexual Book Awards are annual literary honors that recognize and celebrate outstanding books featuring bisexual themes or characters across multiple genres.
- 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: LGBTQ Writers in Schools Triple: [Lambda Literary Foundation, hasProgram, LGBTQ Writers in Schools]
Generated description
LGBTQ Writers in Schools is an educational outreach program that brings LGBTQ authors into classrooms to engage students in discussions about queer literature, identity, and representation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LGBTQ Writers in Schools Target entity description: LGBTQ Writers in Schools is an educational outreach program that brings LGBTQ authors into classrooms to engage students in discussions about queer literature, identity, and representation.
-
A.
Lambda Literary Foundation
Lambda Literary Foundation is a nonprofit organization dedicated to promoting LGBTQ literature and supporting queer writers through awards, programs, and advocacy.
-
B.
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.
-
C.
LGBTQ Poetry
LGBTQ Poetry is a literary genre comprising poems that explore lesbian, gay, bisexual, transgender, and queer experiences, identities, and themes.
-
D.
LGBTQ Nonfiction
LGBTQ Nonfiction is a literary genre comprising factual works that explore the histories, experiences, identities, and issues of lesbian, gay, bisexual, transgender, and queer people.
-
E.
Bisexual Book Awards
The Bisexual Book Awards are annual literary honors that recognize and celebrate outstanding books featuring bisexual themes or characters across multiple genres.
- 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e635113fdc819098ea0f738d01925c |
completed | April 20, 2026, 2:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07471f5348819087a442025b06f27d |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a07485e2e74819086ab5b5099079c81 |
completed | May 15, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07498d29bc8190bb0eaf903dced2b0 |
completed | May 15, 2026, 4:27 p.m. |
Created at: April 10, 2026, 1:40 p.m.