Triple
T12522853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of the Attorney General of Delaware |
E299360
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
fraud and consumer protection division
The fraud and consumer protection division is a unit within the Delaware Attorney General’s office responsible for investigating and prosecuting fraud and safeguarding consumers from deceptive or unfair business practices.
|
E986614
|
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: fraud and consumer protection division | Statement: [Office of the Attorney General of Delaware, hasDivision, fraud and consumer protection division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: fraud and consumer protection division Context triple: [Office of the Attorney General of Delaware, hasDivision, fraud and consumer protection division]
-
A.
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.
-
B.
Bureau of Consumer Protection
The Bureau of Consumer Protection is a division of the U.S. Federal Trade Commission responsible for safeguarding consumers from unfair, deceptive, or fraudulent business practices through enforcement, education, and policy work.
-
C.
Fraud Division
Fraud Division is a specialized law enforcement unit within the California Department of Insurance that investigates and combats insurance fraud throughout the state.
-
D.
department of consumer protection
The department of consumer protection is a government agency responsible for safeguarding consumers’ rights, ensuring fair trade practices, and enforcing laws against deceptive or unsafe goods and services.
-
E.
Consumer Protection Division
The Consumer Protection Division is a unit within the Missouri Attorney General’s Office responsible for enforcing consumer protection laws, investigating complaints, and safeguarding Missouri residents from fraudulent or deceptive business practices.
- 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: fraud and consumer protection division Triple: [Office of the Attorney General of Delaware, hasDivision, fraud and consumer protection division]
Generated description
The fraud and consumer protection division is a unit within the Delaware Attorney General’s office responsible for investigating and prosecuting fraud and safeguarding consumers from deceptive or unfair business practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: fraud and consumer protection division Target entity description: The fraud and consumer protection division is a unit within the Delaware Attorney General’s office responsible for investigating and prosecuting fraud and safeguarding consumers from deceptive or unfair business practices.
-
A.
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.
-
B.
Bureau of Consumer Protection
The Bureau of Consumer Protection is a division of the U.S. Federal Trade Commission responsible for safeguarding consumers from unfair, deceptive, or fraudulent business practices through enforcement, education, and policy work.
-
C.
Fraud Division
Fraud Division is a specialized law enforcement unit within the California Department of Insurance that investigates and combats insurance fraud throughout the state.
-
D.
department of consumer protection
The department of consumer protection is a government agency responsible for safeguarding consumers’ rights, ensuring fair trade practices, and enforcing laws against deceptive or unsafe goods and services.
-
E.
Consumer Protection Division
The Consumer Protection Division is a unit within the Missouri Attorney General’s Office responsible for enforcing consumer protection laws, investigating complaints, and safeguarding Missouri residents from fraudulent or deceptive business practices.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545c2aa081908e8a5a94d30e23eb |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bc159c88190835fea5c0d9ee799 |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64def9a6081908c3048f948829051 |
completed | May 2, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64ea1719c8190b91ffaab60db25ad |
completed | May 2, 2026, 7:21 p.m. |
Created at: April 8, 2026, 9:57 p.m.