Triple

T12411511
Position Surface form Disambiguated ID Type / Status
Subject Australian Border Force E296525 entity
Predicate hasDivision P35 FINISHED
Object Customs Division
The Customs Division is a key operational arm of the Australian Border Force responsible for administering customs laws, managing the movement of goods across Australia’s borders, and collecting related revenue.
 E982612 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 Division | Statement: [Australian Border Force, hasDivision, Customs Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Customs Division
Context triple: [Australian Border Force, hasDivision, Customs Division]
  • 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. Customs and Border Control Department
    The Customs and Border Control Department is the arm of Kenya’s tax authority responsible for regulating cross-border trade, collecting customs duties, and enforcing import and export laws at the country’s entry and exit points.
  • 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. 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.
  • E. Division of Customs and Insular Affairs
    The Division of Customs and Insular Affairs was an early U.S. government office responsible for overseeing customs administration and the management of overseas territories before being succeeded by the Bureau of Insular Affairs.
  • 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 Division
Triple: [Australian Border Force, hasDivision, Customs Division]
Generated description
The Customs Division is a key operational arm of the Australian Border Force responsible for administering customs laws, managing the movement of goods across Australia’s borders, and collecting related revenue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Customs Division
Target entity description: The Customs Division is a key operational arm of the Australian Border Force responsible for administering customs laws, managing the movement of goods across Australia’s borders, and collecting related revenue.
  • 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. Customs and Border Control Department
    The Customs and Border Control Department is the arm of Kenya’s tax authority responsible for regulating cross-border trade, collecting customs duties, and enforcing import and export laws at the country’s entry and exit points.
  • 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. 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.
  • E. Division of Customs and Insular Affairs
    The Division of Customs and Insular Affairs was an early U.S. government office responsible for overseeing customs administration and the management of overseas territories before being succeeded by the Bureau of Insular Affairs.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6b0f9c8190813b6fe3f97570ac completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6348af5a8819083a075d145b15fd4 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:55 p.m.