Triple
T2017098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avi Lewis |
E44018
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
This Changes Everything
"This Changes Everything" is a 2015 documentary film directed by Avi Lewis that explores the intersection of climate change, capitalism, and social justice, inspired by Naomi Klein’s book of the same name.
|
E224540
|
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: This Changes Everything | Statement: [Avi Lewis, notableWork, This Changes Everything]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: This Changes Everything Context triple: [Avi Lewis, notableWork, This Changes Everything]
-
A.
This Changes Everything
This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
-
B.
Can’t Change Me
"Can’t Change Me" is a rock song by Chris Cornell, best known as the lead single from his debut solo album.
-
C.
No Is Not Enough
"No Is Not Enough" is a political book by Naomi Klein that analyzes the rise of Donald Trump and outlines a broader progressive agenda for resisting right‑wing populism and neoliberalism.
-
D.
Bystander Revolution
Bystander Revolution is an anti-bullying organization that provides practical advice and resources to help individuals and communities address and reduce bullying.
-
E.
Our Revolution: A Future to Believe In
Our Revolution: A Future to Believe In is a political book by U.S. Senator Bernie Sanders that reflects on his 2016 presidential campaign and outlines his progressive vision for America’s future.
- 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: This Changes Everything Triple: [Avi Lewis, notableWork, This Changes Everything]
Generated description
"This Changes Everything" is a 2015 documentary film directed by Avi Lewis that explores the intersection of climate change, capitalism, and social justice, inspired by Naomi Klein’s book of the same name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: This Changes Everything Target entity description: "This Changes Everything" is a 2015 documentary film directed by Avi Lewis that explores the intersection of climate change, capitalism, and social justice, inspired by Naomi Klein’s book of the same name.
-
A.
This Changes Everything
This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
-
B.
Can’t Change Me
"Can’t Change Me" is a rock song by Chris Cornell, best known as the lead single from his debut solo album.
-
C.
No Is Not Enough
"No Is Not Enough" is a political book by Naomi Klein that analyzes the rise of Donald Trump and outlines a broader progressive agenda for resisting right‑wing populism and neoliberalism.
-
D.
Bystander Revolution
Bystander Revolution is an anti-bullying organization that provides practical advice and resources to help individuals and communities address and reduce bullying.
-
E.
Our Revolution: A Future to Believe In
Our Revolution: A Future to Believe In is a political book by U.S. Senator Bernie Sanders that reflects on his 2016 presidential campaign and outlines his progressive vision for America’s future.
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8ccdb7c81909f6b3c96f79fcdfc |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0af1547481909d5f2ca9c4715ace |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0b78340c8190897a8cbba418cb00 |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c01b30c81908394e31aa3238bfa |
completed | March 8, 2026, 11:53 p.m. |
Created at: March 4, 2026, 7:38 p.m.