Triple

T7307976
Position Surface form Disambiguated ID Type / Status
Subject Indian Customs E168023 entity
Predicate legalFramework P125 FINISHED
Object Customs Brokers Licensing Regulations (India)
The Customs Brokers Licensing Regulations (India) are a set of rules issued under Indian customs law that govern the licensing, obligations, and conduct of customs brokers who facilitate import and export clearance.
E655902 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 Brokers Licensing Regulations (India) | Statement: [Indian Customs, legalFramework, Customs Brokers Licensing Regulations (India)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Customs Brokers Licensing Regulations (India)
Context triple: [Indian Customs, legalFramework, Customs Brokers Licensing Regulations (India)]
  • A. Indian Customs
    Indian Customs is the government authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws across India’s ports and borders.
  • B. Agreement on Import Licensing Procedures
    The Agreement on Import Licensing Procedures is a World Trade Organization treaty that sets transparent, fair, and predictable rules for how countries administer import licensing systems.
  • C. Central Board of Indirect Taxes and Customs
    The Central Board of Indirect Taxes and Customs is India’s apex government authority responsible for administering and formulating policy on indirect taxes, including GST, customs, and central excise.
  • D. Import-Export Clause
    The Import-Export Clause is a constitutional provision that restricts states from imposing taxes or duties on imports or exports without the consent of Congress, thereby protecting federal control over foreign commerce and revenue.
  • E. Transaction of Business Rules of the Government of India
    The Transaction of Business Rules of the Government of India are a set of constitutional rules that organize and regulate how the central government’s executive decisions are processed, allocated, and carried out among its ministries and the Cabinet.
  • 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 Brokers Licensing Regulations (India)
Triple: [Indian Customs, legalFramework, Customs Brokers Licensing Regulations (India)]
Generated description
The Customs Brokers Licensing Regulations (India) are a set of rules issued under Indian customs law that govern the licensing, obligations, and conduct of customs brokers who facilitate import and export clearance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Customs Brokers Licensing Regulations (India)
Target entity description: The Customs Brokers Licensing Regulations (India) are a set of rules issued under Indian customs law that govern the licensing, obligations, and conduct of customs brokers who facilitate import and export clearance.
  • A. Indian Customs
    Indian Customs is the government authority responsible for regulating and facilitating international trade, collecting customs duties, and enforcing import-export laws across India’s ports and borders.
  • B. Agreement on Import Licensing Procedures
    The Agreement on Import Licensing Procedures is a World Trade Organization treaty that sets transparent, fair, and predictable rules for how countries administer import licensing systems.
  • C. Central Board of Indirect Taxes and Customs
    The Central Board of Indirect Taxes and Customs is India’s apex government authority responsible for administering and formulating policy on indirect taxes, including GST, customs, and central excise.
  • D. Import-Export Clause
    The Import-Export Clause is a constitutional provision that restricts states from imposing taxes or duties on imports or exports without the consent of Congress, thereby protecting federal control over foreign commerce and revenue.
  • E. Transaction of Business Rules of the Government of India
    The Transaction of Business Rules of the Government of India are a set of constitutional rules that organize and regulate how the central government’s executive decisions are processed, allocated, and carried out among its ministries and the Cabinet.
  • 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_69c6888d8e3c81909db79714903baf31 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebd95bd48190865716e7565f45e6 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e56443b08190aee2c26633cdcbed completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e97659a08190a548beda4d7d6d9f completed March 28, 2026, 2:45 p.m.
NED2 Entity disambiguation (via description) batch_69c7ea1847008190aae44d6eb9f572d4 completed March 28, 2026, 2:47 p.m.
Created at: March 27, 2026, 3:01 p.m.