Triple
T6409800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ha-Joon Chang |
E127674
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
23 Things They Don’t Tell You About Capitalism
23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
|
E590701
|
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: 23 Things They Don’t Tell You About Capitalism | Statement: [Ha-Joon Chang, notableWork, 23 Things They Don’t Tell You About Capitalism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 23 Things They Don’t Tell You About Capitalism Context triple: [Ha-Joon Chang, notableWork, 23 Things They Don’t Tell You About Capitalism]
-
A.
Capitalism: A Love Story
Capitalism: A Love Story is a 2009 documentary film by Michael Moore that critically examines the social and economic impacts of capitalism in the United States.
-
B.
Saving Capitalism from the Capitalists
"Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
-
C.
The Folklore of Capitalism
The Folklore of Capitalism is a 1937 book by legal scholar Thurman Arnold that critiques American economic and legal institutions by exposing the myths and symbolic beliefs underpinning capitalist ideology.
-
D.
The Capitalist Tool
"The Capitalist Tool" is the long-standing slogan of Forbes magazine, reflecting its focus on business, finance, and wealth.
-
E.
Capitalism: A Ghost Story
Capitalism: A Ghost Story is a political essay by Arundhati Roy that critiques global capitalism, corporate power, and their impact on democracy and social inequality in India.
- 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: 23 Things They Don’t Tell You About Capitalism Triple: [Ha-Joon Chang, notableWork, 23 Things They Don’t Tell You About Capitalism]
Generated description
23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 23 Things They Don’t Tell You About Capitalism Target entity description: 23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
-
A.
Capitalism: A Love Story
Capitalism: A Love Story is a 2009 documentary film by Michael Moore that critically examines the social and economic impacts of capitalism in the United States.
-
B.
Saving Capitalism from the Capitalists
"Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
-
C.
The Folklore of Capitalism
The Folklore of Capitalism is a 1937 book by legal scholar Thurman Arnold that critiques American economic and legal institutions by exposing the myths and symbolic beliefs underpinning capitalist ideology.
-
D.
The Capitalist Tool
"The Capitalist Tool" is the long-standing slogan of Forbes magazine, reflecting its focus on business, finance, and wealth.
-
E.
Capitalism: A Ghost Story
Capitalism: A Ghost Story is a political essay by Arundhati Roy that critiques global capitalism, corporate power, and their impact on democracy and social inequality in India.
- 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068cf81508190bc09e58ec45bc858 |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638b7582481909640965acf261dff |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63b74688881909bb41db1ec89daf6 |
completed | March 27, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63be025c88190b24cf4168b8194a0 |
completed | March 27, 2026, 8:12 a.m. |
Created at: March 22, 2026, 4:41 p.m.