Triple
T3517577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Free to Choose |
E74343
|
entity |
| Predicate | notableChapter |
P5600
|
FINISHED |
| Object |
Who Protects the Consumer?
"Who Protects the Consumer?" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulation and argues that competitive markets and informed consumers are the most effective safeguards for consumer interests.
|
E365804
|
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: Who Protects the Consumer? | Statement: [Free to Choose, notableChapter, Who Protects the Consumer?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Who Protects the Consumer? Context triple: [Free to Choose, notableChapter, Who Protects the Consumer?]
-
A.
Consumer Protection section
The Consumer Protection section is a division of Alaska’s Department of Law responsible for enforcing consumer protection laws, investigating unfair or deceptive business practices, and safeguarding the interests of Alaska consumers.
-
B.
Division of Consumer Protection
The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
-
C.
The Decline and Rise of the Consumer
"The Decline and Rise of the Consumer" is a work by philosopher and cultural pluralism advocate Horace M. Kallen that examines the role, power, and rights of consumers within modern industrial and democratic society.
-
D.
Consumer Financial Protection Bureau
The Consumer Financial Protection Bureau is a U.S. federal agency responsible for regulating consumer financial products and services and enforcing laws that protect consumers in the financial marketplace.
-
E.
Task Force on Consumer Compliance
The Task Force on Consumer Compliance is a specialized committee that develops and coordinates federal policies and examination procedures to ensure financial institutions comply with consumer protection laws and regulations.
- 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: Who Protects the Consumer? Triple: [Free to Choose, notableChapter, Who Protects the Consumer?]
Generated description
"Who Protects the Consumer?" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulation and argues that competitive markets and informed consumers are the most effective safeguards for consumer interests.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Who Protects the Consumer? Target entity description: "Who Protects the Consumer?" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulation and argues that competitive markets and informed consumers are the most effective safeguards for consumer interests.
-
A.
Consumer Protection section
The Consumer Protection section is a division of Alaska’s Department of Law responsible for enforcing consumer protection laws, investigating unfair or deceptive business practices, and safeguarding the interests of Alaska consumers.
-
B.
Division of Consumer Protection
The Division of Consumer Protection is a New York State government office that safeguards consumers by enforcing consumer protection laws, mediating complaints, and providing education and advocacy on marketplace issues.
-
C.
The Decline and Rise of the Consumer
"The Decline and Rise of the Consumer" is a work by philosopher and cultural pluralism advocate Horace M. Kallen that examines the role, power, and rights of consumers within modern industrial and democratic society.
-
D.
Consumer Financial Protection Bureau
The Consumer Financial Protection Bureau is a U.S. federal agency responsible for regulating consumer financial products and services and enforcing laws that protect consumers in the financial marketplace.
-
E.
Task Force on Consumer Compliance
The Task Force on Consumer Compliance is a specialized committee that develops and coordinates federal policies and examination procedures to ensure financial institutions comply with consumer protection laws and regulations.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc32f90081908960acb3e94402be |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e80cd588190ae012f151ef59c52 |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37ef902208190842ddbe6427ca42b |
completed | March 13, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b382b43b708190be7ae3d44b0a393a |
completed | March 13, 2026, 3:21 a.m. |
Created at: March 8, 2026, 3:19 p.m.