Triple
T4376002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Immigration and Customs Enforcement |
E99007
|
entity |
| Predicate | formedFrom |
P402
|
FINISHED |
| Object |
U.S. Customs Service
The U.S. Customs Service was a former federal agency of the United States Department of the Treasury responsible for collecting import duties and enforcing customs laws at the nation’s borders.
|
E7739
|
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: U.S. Customs Service | Statement: [U.S. Immigration and Customs Enforcement, formedFrom, U.S. Customs Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Customs Service Context triple: [U.S. Immigration and Customs Enforcement, formedFrom, U.S. Customs Service]
-
A.
U.S. Customs and Border Protection
U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
-
B.
Administraciones Generales de Aduanas
Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
-
C.
Federal Customs Administration
The Federal Customs Administration is Switzerland’s national authority responsible for customs control, border security, and the collection of certain federal duties and taxes.
-
D.
CBSA
CBSA is the federal agency responsible for border security, customs, and immigration enforcement in Canada.
-
E.
Immigration and Customs Enforcement
Immigration and Customs Enforcement (ICE) is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws, investigating cross-border crime, and managing the detention and removal of unauthorized immigrants.
- 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: U.S. Customs Service Triple: [U.S. Immigration and Customs Enforcement, formedFrom, U.S. Customs Service]
Generated description
The U.S. Customs Service was a former federal agency of the United States Department of the Treasury responsible for collecting import duties and enforcing customs laws at the nation’s borders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Customs Service Target entity description: The U.S. Customs Service was a former federal agency of the United States Department of the Treasury responsible for collecting import duties and enforcing customs laws at the nation’s borders.
-
A.
U.S. Customs and Border Protection
chosen
U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
-
B.
Administraciones Generales de Aduanas
Administraciones Generales de Aduanas is the Mexican federal customs authority responsible for managing and controlling the country’s customs operations and enforcement.
-
C.
Federal Customs Administration
The Federal Customs Administration is Switzerland’s national authority responsible for customs control, border security, and the collection of certain federal duties and taxes.
-
D.
CBSA
CBSA is the federal agency responsible for border security, customs, and immigration enforcement in Canada.
-
E.
Immigration and Customs Enforcement
Immigration and Customs Enforcement (ICE) is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws, investigating cross-border crime, and managing the detention and removal of unauthorized immigrants.
- F. None of above.
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_69b3454ea8f48190a49c2436624d6ef6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3523d4e888190b4367ed6aa17d463 |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5ddcbc08190baac9dbe041a66ad |
completed | March 14, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_69b5f7a24c148190b3f5c71f761518d4 |
completed | March 15, 2026, 12:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f7fa2aa881908a23299ea82602c0 |
completed | March 15, 2026, 12:06 a.m. |
Created at: March 12, 2026, 11:18 p.m.