Triple

T9325229

Position	Surface form	Disambiguated ID	Type / Status
Subject	Italian police forces	`E224368`	entity
Predicate	mainFunction	`P88`	FINISHED
Object	customs enforcement (Guardia di Finanza) The Guardia di Finanza is Italy’s militarized law enforcement agency responsible for financial crime investigation, border and customs control, and protection of the state’s economic and fiscal interests.	`E790850`	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 enforcement (Guardia di Finanza) | Statement: [Italian police forces, mainFunction, customs enforcement (Guardia di Finanza)]

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

Target entity: customs enforcement (Guardia di Finanza)
Context triple: [Italian police forces, mainFunction, customs enforcement (Guardia di Finanza)]

A. Customs Police
The Customs Police is a Palestinian Authority law enforcement body responsible for enforcing customs regulations, combating smuggling, and overseeing the legal movement of goods across Palestinian borders and markets.
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. Bureau of Customs
The Bureau of Customs is the Philippine government agency responsible for collecting customs duties and taxes and regulating the flow of goods into and out of the country.
D. 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.
E. Directorate General of Audit (Customs)
The Directorate General of Audit (Customs) is a specialized arm of Indian Customs responsible for overseeing and conducting audits to ensure compliance, revenue protection, and procedural efficiency in customs operations.
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 enforcement (Guardia di Finanza)
Triple: [Italian police forces, mainFunction, customs enforcement (Guardia di Finanza)]

Generated description

The Guardia di Finanza is Italy’s militarized law enforcement agency responsible for financial crime investigation, border and customs control, and protection of the state’s economic and fiscal interests.

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

Target entity: customs enforcement (Guardia di Finanza)
Target entity description: The Guardia di Finanza is Italy’s militarized law enforcement agency responsible for financial crime investigation, border and customs control, and protection of the state’s economic and fiscal interests.

A. Customs Police
The Customs Police is a Palestinian Authority law enforcement body responsible for enforcing customs regulations, combating smuggling, and overseeing the legal movement of goods across Palestinian borders and markets.
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. Bureau of Customs
The Bureau of Customs is the Philippine government agency responsible for collecting customs duties and taxes and regulating the flow of goods into and out of the country.
D. 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.
E. Directorate General of Audit (Customs)
The Directorate General of Audit (Customs) is a specialized arm of Indian Customs responsible for overseeing and conducting audits to ensure compliance, revenue protection, and procedural efficiency in customs operations.
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_69ca8426d48481909596360f7791c7dd`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd36f77c808190aa5489c4305fd67d`	completed	April 1, 2026, 3:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0c7e13d108190bc3409cf5608d9ad`	completed	April 4, 2026, 8:12 a.m.
NEDg	Description generation	`batch_69d0c8c715488190869d77411a14502b`	completed	April 4, 2026, 8:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0c9938ad8819094196104f7ac03bf`	completed	April 4, 2026, 8:19 a.m.

Created at: March 30, 2026, 7:38 p.m.