Triple
T7675927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Capitalism vs. the Climate |
E173859
|
entity |
| Predicate | centralThemeOf |
P6627
|
FINISHED |
| Object | This Changes Everything |
E32250
|
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: This Changes Everything | Statement: [Capitalism vs. the Climate, centralThemeOf, This Changes Everything]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: This Changes Everything Context triple: [Capitalism vs. the Climate, centralThemeOf, This Changes Everything]
-
A.
This Changes Everything
chosen
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.
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.
-
C.
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.
-
D.
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.
-
E.
Bystander Revolution
Bystander Revolution is an anti-bullying organization that provides practical advice and resources to help individuals and communities address and reduce bullying.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701e333f08190a9ee87080c6d0118 |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8ac9af1c081908b0e100390258eaa |
completed | March 29, 2026, 4:37 a.m. |
Created at: March 27, 2026, 4:01 p.m.