Triple

T2431947
Position Surface form Disambiguated ID Type / Status
Subject Torkham E52865 entity
Predicate borderManagementBy P36604 FINISHED
Object Pakistan Customs
Pakistan Customs is the federal authority responsible for regulating and facilitating international trade, collecting customs duties and taxes, and enforcing border control and anti-smuggling laws in Pakistan.
E264742 NE FINISHED

How this triple was built (5 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: Pakistan Customs | Statement: [Torkham, borderManagementBy, Pakistan Customs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan Customs
Context triple: [Torkham, borderManagementBy, Pakistan Customs]
  • 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. Egyptian Customs Authority
    The Egyptian Customs Authority is the government body responsible for regulating and overseeing the import and export of goods in Egypt, including enforcing customs laws and combating smuggling.
  • C. Pakistan
    Pakistan is a South Asian country bordering India, Afghanistan, Iran, and China, known for its diverse cultures, strategic geopolitical position, and significant agricultural and nuclear capabilities.
  • D. Islamabad Excise and Taxation Department
    The Islamabad Excise and Taxation Department is a government agency responsible for vehicle registration, taxation, and related regulatory services in Pakistan’s Islamabad Capital Territory.
  • E. British customs authorities
    British customs authorities were the government officials responsible for enforcing customs laws, collecting duties, and regulating trade in Britain.
  • 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: Pakistan Customs
Triple: [Torkham, borderManagementBy, Pakistan Customs]
Generated description
Pakistan Customs is the federal authority responsible for regulating and facilitating international trade, collecting customs duties and taxes, and enforcing border control and anti-smuggling laws in Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistan Customs
Target entity description: Pakistan Customs is the federal authority responsible for regulating and facilitating international trade, collecting customs duties and taxes, and enforcing border control and anti-smuggling laws in Pakistan.
  • 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. Egyptian Customs Authority
    The Egyptian Customs Authority is the government body responsible for regulating and overseeing the import and export of goods in Egypt, including enforcing customs laws and combating smuggling.
  • C. Pakistan
    Pakistan is a South Asian country bordering India, Afghanistan, Iran, and China, known for its diverse cultures, strategic geopolitical position, and significant agricultural and nuclear capabilities.
  • D. Islamabad Excise and Taxation Department
    The Islamabad Excise and Taxation Department is a government agency responsible for vehicle registration, taxation, and related regulatory services in Pakistan’s Islamabad Capital Territory.
  • E. British customs authorities
    British customs authorities were the government officials responsible for enforcing customs laws, collecting duties, and regulating trade in Britain.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: borderManagementBy
Context triple: [Torkham, borderManagementBy, Pakistan Customs]
  • A. borderControlSide
    Indicates that one entity is positioned on or associated with a particular side or segment of a border control area or checkpoint.
  • B. borderControls chosen
    Indicates that one entity enforces or administers border control measures over another entity or at a specific boundary.
  • C. borderRegime
    Indicates the type, rules, or control system governing how movement or interaction is managed across a border between entities.
  • D. borderEstablished
    Indicates that a formal boundary between two geographic or political entities has been officially defined and put into effect.
  • E. borderConcern
    Indicates a relationship where one entity has issues, disputes, or security considerations related to its shared boundary or border with another entity.
  • F. None of above.

Provenance (6 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abcc74a5108190a3a9631b0cc1a127 completed March 7, 2026, 6:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf68d6a481909acd43eb31660f0e completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec16e9158819087139fd3e86785b0 completed March 9, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69aec2065b608190bcdc4dd2d82be9d6 completed March 9, 2026, 12:50 p.m.
PD Predicate disambiguation batch_69abc5aa1b60819081b87f7985c6cff3 completed March 7, 2026, 6:28 a.m.
Created at: March 6, 2026, 9:43 p.m.