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.