Triple
T5885111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stacey Sher |
E130841
|
entity |
| Predicate | produced |
P490
|
FINISHED |
| Object | Freedom Writers |
E554571
|
NE FINISHED |
How this triple was built (2 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 | Statement: [Stacey Sher, produced, Freedom Writers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freedom Writers Context triple: [Stacey Sher, produced, Freedom Writers]
-
A.
Freedom Writers
chosen
Freedom Writers is a 2007 American drama film, starring Hilary Swank and based on a true story, about an idealistic teacher who inspires her at-risk students through writing and personal storytelling.
-
B.
Stand and Deliver
"Stand and Deliver" is a bluegrass album by the Steep Canyon Rangers showcasing their contemporary take on traditional string-band music.
-
C.
Dead Poets Society
Dead Poets Society is a 1989 American drama film about an unorthodox English teacher who inspires his students to embrace poetry, individuality, and "carpe diem" at a conservative boarding school.
-
D.
The Great Debaters
The Great Debaters is a 2007 American drama film, produced by Oprah Winfrey and starring Denzel Washington, that chronicles the true story of a pioneering African American college debate team in the 1930s.
-
E.
Mr. Holland's Opus
Mr. Holland's Opus is a 1995 drama film about a dedicated music teacher whose lifelong dream of composing is reshaped by the profound impact he has on his students.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c0085628dc8190b334c1b44c067efc |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0367743508190bae211e9ce8f9690 |
completed | March 22, 2026, 6:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bff9ecdc819098823b003cec66a2 |
completed | March 23, 2026, 4:22 a.m. |
Created at: March 22, 2026, 3:57 p.m.