Triple
T22434099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freedom Writers |
E554571
|
entity |
| Predicate | inspiredBy |
P9
|
FINISHED |
| Object |
Freedom Writers Foundation
The Freedom Writers Foundation is a nonprofit organization dedicated to improving education by training teachers and empowering underserved students through the writing-based methods developed by educator Erin Gruwell and her “Freedom Writers” classroom.
|
E1536940
|
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: Freedom Writers Foundation | Statement: [Freedom Writers, inspiredBy, Freedom Writers Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freedom Writers Foundation Context triple: [Freedom Writers, inspiredBy, Freedom Writers Foundation]
-
A.
Freedom Schools
Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
-
B.
Stand for Children
Stand for Children is a U.S.-based education advocacy organization focused on improving public schools and advancing policies that promote educational equity and student success.
-
C.
Civic Academy Foundation
The Civic Academy Foundation is a Romanian organization dedicated to preserving the memory of communist-era repression and promoting democratic values through research, education, and cultural initiatives.
-
D.
Oprah Winfrey Leadership Academy for Girls
Oprah Winfrey Leadership Academy for Girls is a South African boarding school for academically gifted girls from disadvantaged backgrounds, established to provide high-quality education and leadership development.
-
E.
Great Books Foundation
The Great Books Foundation is an educational organization dedicated to promoting critical thinking and discussion through the reading and shared inquiry of classic and influential texts.
- 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: Freedom Writers Foundation Triple: [Freedom Writers, inspiredBy, Freedom Writers Foundation]
Generated description
The Freedom Writers Foundation is a nonprofit organization dedicated to improving education by training teachers and empowering underserved students through the writing-based methods developed by educator Erin Gruwell and her “Freedom Writers” classroom.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Freedom Writers Foundation Target entity description: The Freedom Writers Foundation is a nonprofit organization dedicated to improving education by training teachers and empowering underserved students through the writing-based methods developed by educator Erin Gruwell and her “Freedom Writers” classroom.
-
A.
Freedom Schools
Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
-
B.
Stand for Children
Stand for Children is a U.S.-based education advocacy organization focused on improving public schools and advancing policies that promote educational equity and student success.
-
C.
Civic Academy Foundation
The Civic Academy Foundation is a Romanian organization dedicated to preserving the memory of communist-era repression and promoting democratic values through research, education, and cultural initiatives.
-
D.
Oprah Winfrey Leadership Academy for Girls
Oprah Winfrey Leadership Academy for Girls is a South African boarding school for academically gifted girls from disadvantaged backgrounds, established to provide high-quality education and leadership development.
-
E.
Great Books Foundation
The Great Books Foundation is an educational organization dedicated to promoting critical thinking and discussion through the reading and shared inquiry of classic and influential texts.
- 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_69e11e5010e48190ae1e9c9db9697637 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15adce9688190992ad0ca15883931 |
completed | April 29, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c6ba6c48190961dd15f495f98c0 |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0d3a0040819088ecd28b64478e3f |
completed | May 18, 2026, 12:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0dd04094819095653ada8483ba77 |
completed | May 18, 2026, 1:02 p.m. |
Created at: April 16, 2026, 8:47 p.m.