Triple
T4674905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Marshals Service |
E103654
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States federal law enforcement
United States federal law enforcement is the collective system of national agencies and officers responsible for enforcing federal laws, protecting national security, and upholding public safety across the country.
|
E460951
|
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: United States federal law enforcement | Statement: [United States Marshals Service, partOf, United States federal law enforcement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States federal law enforcement Context triple: [United States Marshals Service, partOf, United States federal law enforcement]
-
A.
United States federal law
United States federal law is the body of statutes, regulations, and constitutional provisions enacted or authorized by the federal government that governs the entire country and prevails over conflicting state laws.
-
B.
Homeland Security Investigations
Homeland Security Investigations is a principal investigative arm of the U.S. Department of Homeland Security responsible for enforcing federal laws related to immigration, customs, cybercrime, and transnational criminal activity.
-
C.
United States Department of Justice
The United States Department of Justice is the federal executive department responsible for enforcing U.S. law, ensuring public safety, and overseeing agencies such as the FBI and the Bureau of Prisons.
-
D.
United States federal drug laws
United States federal drug laws are a set of nationwide statutes and regulations that govern the manufacture, distribution, possession, and use of controlled substances, enforced primarily by federal agencies such as the DEA.
-
E.
Federal Bureau of Investigation
The Federal Bureau of Investigation (FBI) is the principal federal law enforcement and domestic intelligence agency of the United States, responsible for investigating and enforcing federal laws and protecting national security.
- 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: United States federal law enforcement Triple: [United States Marshals Service, partOf, United States federal law enforcement]
Generated description
United States federal law enforcement is the collective system of national agencies and officers responsible for enforcing federal laws, protecting national security, and upholding public safety across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States federal law enforcement Target entity description: United States federal law enforcement is the collective system of national agencies and officers responsible for enforcing federal laws, protecting national security, and upholding public safety across the country.
-
A.
United States federal law
United States federal law is the body of statutes, regulations, and constitutional provisions enacted or authorized by the federal government that governs the entire country and prevails over conflicting state laws.
-
B.
Homeland Security Investigations
Homeland Security Investigations is a principal investigative arm of the U.S. Department of Homeland Security responsible for enforcing federal laws related to immigration, customs, cybercrime, and transnational criminal activity.
-
C.
United States Department of Justice
The United States Department of Justice is the federal executive department responsible for enforcing U.S. law, ensuring public safety, and overseeing agencies such as the FBI and the Bureau of Prisons.
-
D.
United States federal drug laws
United States federal drug laws are a set of nationwide statutes and regulations that govern the manufacture, distribution, possession, and use of controlled substances, enforced primarily by federal agencies such as the DEA.
-
E.
Federal Bureau of Investigation
The Federal Bureau of Investigation (FBI) is the principal federal law enforcement and domestic intelligence agency of the United States, responsible for investigating and enforcing federal laws and protecting national security.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63544f68819084311416402696b0 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be039896448190bdfd3a6cb76a8fbe |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be055390c08190a85f92aec34b390a |
completed | March 21, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05d5bd008190bd94bd70092e8dfd |
completed | March 21, 2026, 2:43 a.m. |
Created at: March 20, 2026, 1:15 p.m.