Triple
T252118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naomi Klein |
E5170
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E32250
|
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: [Naomi Klein, notableWork, This Changes Everything]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: This Changes Everything Context triple: [Naomi Klein, notableWork, This Changes Everything]
-
A.
No One Is Too Small to Make a Difference
No One Is Too Small to Make a Difference is a collection of speeches by climate activist Greta Thunberg that calls for urgent global action on the climate crisis.
-
B.
The Climate Book
The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
-
C.
City on a Hill
City on a Hill is an American crime drama television series set in early-1990s Boston, exploring corruption and justice through the uneasy alliance between a corrupt FBI agent and an idealistic assistant district attorney.
-
D.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
-
E.
Move the World
"Move the World" is a song featured on the album *Darkness and Light*, likely reflecting the record’s blend of soulful, socially conscious themes.
- 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: [Naomi Klein, notableWork, This Changes Everything]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: This Changes Everything Target entity description: 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.
-
A.
No One Is Too Small to Make a Difference
No One Is Too Small to Make a Difference is a collection of speeches by climate activist Greta Thunberg that calls for urgent global action on the climate crisis.
-
B.
The Climate Book
The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
-
C.
City on a Hill
City on a Hill is an American crime drama television series set in early-1990s Boston, exploring corruption and justice through the uneasy alliance between a corrupt FBI agent and an idealistic assistant district attorney.
-
D.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
-
E.
Move the World
"Move the World" is a song featured on the album *Darkness and Light*, likely reflecting the record’s blend of soulful, socially conscious themes.
- 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d39eb3881909f435043c8697f13 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a37374e97c819090a8921d5c27d1ab |
completed | Feb. 28, 2026, 11 p.m. |
| NEDg | Description generation | batch_69a37424ca448190aeb43c7922fbd1dd |
completed | Feb. 28, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3747b0bf481908b197614d9f2d04c |
completed | Feb. 28, 2026, 11:04 p.m. |
Created at: Feb. 28, 2026, 2:54 a.m.