Triple

T18804175
Position Surface form Disambiguated ID Type / Status
Subject German customs authorities E459829 entity
Predicate hasPart P35 FINISHED
Object Hauptzollämter
Hauptzollämter are regional main customs offices in Germany responsible for overseeing customs administration, tax collection, and enforcement of trade and customs regulations.
 E1342929 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: Hauptzollämter | Statement: [German customs authorities, hasPart, Hauptzollämter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hauptzollämter
Context triple: [German customs authorities, hasPart, Hauptzollämter]
  • A. 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.
  • B. 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.
  • C. United States Customs Service
    The United States Customs Service was a federal agency responsible for collecting import duties and enforcing customs and trade laws at U.S. borders and ports of entry.
  • D. Customs and Excise Department
    The Customs and Excise Department is a government agency responsible for enforcing customs laws, collecting duties and taxes, and combating smuggling and other illicit trade activities.
  • E. Amministrazione federale delle dogane
    Amministrazione federale delle dogane is the Italian name for Switzerland’s Federal Customs Administration, the national authority responsible for customs control, border security, and the collection of certain federal duties and taxes.
  • 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: Hauptzollämter
Triple: [German customs authorities, hasPart, Hauptzollämter]
Generated description
Hauptzollämter are regional main customs offices in Germany responsible for overseeing customs administration, tax collection, and enforcement of trade and customs regulations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hauptzollämter
Target entity description: Hauptzollämter are regional main customs offices in Germany responsible for overseeing customs administration, tax collection, and enforcement of trade and customs regulations.
  • A. 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.
  • B. 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.
  • C. United States Customs Service
    The United States Customs Service was a federal agency responsible for collecting import duties and enforcing customs and trade laws at U.S. borders and ports of entry.
  • D. Customs and Excise Department
    The Customs and Excise Department is a government agency responsible for enforcing customs laws, collecting duties and taxes, and combating smuggling and other illicit trade activities.
  • E. Amministrazione federale delle dogane
    Amministrazione federale delle dogane is the Italian name for Switzerland’s Federal Customs Administration, the national authority responsible for customs control, border security, and the collection of certain federal duties and taxes.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a025faf48190be07086071df5b34 completed April 20, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a054725edbc819099ad8200394653ec completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a054828f894819093b66caebaf0399d completed May 14, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0548f1ed74819090775763f4976a1a completed May 14, 2026, 4 a.m.
Created at: April 10, 2026, 11:53 a.m.