Triple
T1522093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | This Changes Everything |
E32250
|
entity |
| Predicate | relatedWorkByAuthor |
P922
|
FINISHED |
| Object | The Shock Doctrine |
E32249
|
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: The Shock Doctrine | Statement: [This Changes Everything, relatedWorkByAuthor, The Shock Doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Shock Doctrine Context triple: [This Changes Everything, relatedWorkByAuthor, The Shock Doctrine]
-
A.
The Shock Doctrine
chosen
The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
-
B.
The Shock Doctrine (documentary film)
The Shock Doctrine (documentary film) is a political documentary that explores Naomi Klein’s thesis on how governments and corporations exploit crises to impose controversial free-market policies.
-
C.
Battle for Grain
The Battle for Grain was a major Fascist Italian agricultural policy initiative launched by Benito Mussolini in the 1920s to boost domestic wheat production and reduce reliance on foreign imports.
-
D.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
E.
The Collapse of Globalism and the Reinvention of the World
The Collapse of Globalism and the Reinvention of the World is a non-fiction book by Canadian philosopher John Ralston Saul that critiques economic globalization and explores emerging alternatives for organizing political and social life.
- 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_69a885e9b0ac819093a9806ad0efc82c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907fe8b0c8190a765afd3a10ee5e0 |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad308f99d8819095c2ed404d4170b3 |
completed | March 8, 2026, 8:17 a.m. |
Created at: March 4, 2026, 7:26 p.m.