Triple
T22434084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freedom Writers |
E554571
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Erin Gruwell
Erin Gruwell is an American teacher and author best known for her innovative, empathetic teaching methods with at-risk students, which inspired the book and film "Freedom Writers."
|
E1536939
|
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: Erin Gruwell | Statement: [Freedom Writers, mainCharacter, Erin Gruwell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Erin Gruwell Context triple: [Freedom Writers, mainCharacter, Erin Gruwell]
-
A.
Mary Keating
Mary Keating is best known as the wife of American banker and savings-and-loan executive Charles Keating, a central figure in the 1980s savings and loan scandal.
-
B.
Ron Clark
Ron Clark is an American educator and motivational speaker renowned for his innovative teaching methods with disadvantaged students and for founding the Ron Clark Academy in Atlanta.
-
C.
Ron Clark
Ron Clark was an American screenwriter best known for co-writing several popular comedies in the 1970s and 1980s, including collaborations with Mel Brooks.
-
D.
Miss Eckhart
Miss Eckhart is a central, psychologically complex piano teacher in Eudora Welty’s story cycle *The Golden Apples*, symbolizing artistic isolation and emotional intensity within the small Southern town of Morgana.
-
E.
Wendy Kopp
Wendy Kopp is the founder of Teach For America and a prominent social entrepreneur known for her efforts to expand educational opportunity for underserved students.
- 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: Erin Gruwell Triple: [Freedom Writers, mainCharacter, Erin Gruwell]
Generated description
Erin Gruwell is an American teacher and author best known for her innovative, empathetic teaching methods with at-risk students, which inspired the book and film "Freedom Writers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Erin Gruwell Target entity description: Erin Gruwell is an American teacher and author best known for her innovative, empathetic teaching methods with at-risk students, which inspired the book and film "Freedom Writers."
-
A.
Mary Keating
Mary Keating is best known as the wife of American banker and savings-and-loan executive Charles Keating, a central figure in the 1980s savings and loan scandal.
-
B.
Ron Clark
Ron Clark is an American educator and motivational speaker renowned for his innovative teaching methods with disadvantaged students and for founding the Ron Clark Academy in Atlanta.
-
C.
Ron Clark
Ron Clark was an American screenwriter best known for co-writing several popular comedies in the 1970s and 1980s, including collaborations with Mel Brooks.
-
D.
Miss Eckhart
Miss Eckhart is a central, psychologically complex piano teacher in Eudora Welty’s story cycle *The Golden Apples*, symbolizing artistic isolation and emotional intensity within the small Southern town of Morgana.
-
E.
Wendy Kopp
Wendy Kopp is the founder of Teach For America and a prominent social entrepreneur known for her efforts to expand educational opportunity for underserved students.
- 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.