Triple

T10781216

Position	Surface form	Disambiguated ID	Type / Status
Subject	Commonwealth government	`E254321`	entity
Predicate	responsibility	`P268`	FINISHED
Object	customs and border protection Customs and border protection is a government function responsible for regulating the movement of goods and people across national borders, enforcing immigration and trade laws, and safeguarding a country’s security and economic interests.	`E886396`	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: customs and border protection | Statement: [Commonwealth government, responsibility, customs and border protection]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: customs and border protection
Context triple: [Commonwealth government, responsibility, customs and border protection]

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. Federal Office for Customs and Border Security
The Federal Office for Customs and Border Security is Switzerland’s national authority responsible for customs control, border security, and related law enforcement tasks.
C. 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.
D. Servicio Nacional de Fronteras
Servicio Nacional de Fronteras is Panama’s specialized security force responsible for guarding and controlling the country’s land borders and adjacent areas.
E. CBSA
CBSA is the federal agency responsible for border security, customs, and immigration enforcement in Canada.
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: customs and border protection
Triple: [Commonwealth government, responsibility, customs and border protection]

Generated description

Customs and border protection is a government function responsible for regulating the movement of goods and people across national borders, enforcing immigration and trade laws, and safeguarding a country’s security and economic interests.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: customs and border protection
Target entity description: Customs and border protection is a government function responsible for regulating the movement of goods and people across national borders, enforcing immigration and trade laws, and safeguarding a country’s security and economic interests.

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. Federal Office for Customs and Border Security
The Federal Office for Customs and Border Security is Switzerland’s national authority responsible for customs control, border security, and related law enforcement tasks.
C. 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.
D. Servicio Nacional de Fronteras
Servicio Nacional de Fronteras is Panama’s specialized security force responsible for guarding and controlling the country’s land borders and adjacent areas.
E. CBSA
CBSA is the federal agency responsible for border security, customs, and immigration enforcement in Canada.
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_69d6aa609f008190a294200aefcb7bd5`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d732c48c488190a2b3162202b74726`	completed	April 9, 2026, 5:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69de55fbfc70819098eb40cf0d1b9e8c`	completed	April 14, 2026, 2:58 p.m.
NEDg	Description generation	`batch_69de5eacae148190b7ca2da87427572e`	completed	April 14, 2026, 3:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69de6397ff688190b6788489895a5360`	completed	April 14, 2026, 3:56 p.m.

Created at: April 8, 2026, 9:17 p.m.