Triple

T11188772
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Customs E264742 entity
Predicate usesSystem P182 FINISHED
Object Pakistan Customs Computerized System (PaCCS)
Pakistan Customs Computerized System (PaCCS) is an automated customs management platform designed to streamline and modernize customs clearance, cargo processing, and revenue collection in Pakistan.
E910626 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: Pakistan Customs Computerized System (PaCCS) | Statement: [Pakistan Customs, usesSystem, Pakistan Customs Computerized System (PaCCS)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan Customs Computerized System (PaCCS)
Context triple: [Pakistan Customs, usesSystem, Pakistan Customs Computerized System (PaCCS)]
  • A. 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.
  • B. Pakistan Aeronautical Complex
    Pakistan Aeronautical Complex is a major Pakistani state-owned aerospace and defense contractor responsible for the design, manufacture, and maintenance of military aircraft and related systems.
  • C. 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.
  • D. Nigeria Integrated Customs Information System
    The Nigeria Integrated Customs Information System is an electronic platform that automates and streamlines customs processes in Nigeria, supporting trade facilitation, revenue collection, and cargo clearance.
  • E. Pakistan Post
    Pakistan Post is the state-owned postal and courier service of Pakistan, providing mail, logistics, and financial services across the country.
  • 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 Computerized System (PaCCS)
Triple: [Pakistan Customs, usesSystem, Pakistan Customs Computerized System (PaCCS)]
Generated description
Pakistan Customs Computerized System (PaCCS) is an automated customs management platform designed to streamline and modernize customs clearance, cargo processing, and revenue collection in Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistan Customs Computerized System (PaCCS)
Target entity description: Pakistan Customs Computerized System (PaCCS) is an automated customs management platform designed to streamline and modernize customs clearance, cargo processing, and revenue collection in Pakistan.
  • A. 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.
  • B. Pakistan Aeronautical Complex
    Pakistan Aeronautical Complex is a major Pakistani state-owned aerospace and defense contractor responsible for the design, manufacture, and maintenance of military aircraft and related systems.
  • C. 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.
  • D. Nigeria Integrated Customs Information System
    The Nigeria Integrated Customs Information System is an electronic platform that automates and streamlines customs processes in Nigeria, supporting trade facilitation, revenue collection, and cargo clearance.
  • E. Pakistan Post
    Pakistan Post is the state-owned postal and courier service of Pakistan, providing mail, logistics, and financial services across the country.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8ad143481908d5dacc95837ecfd completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e483df3c74819090fc6ef26f785539 completed April 19, 2026, 7:27 a.m.
NEDg Description generation batch_69e48788be688190a109ccb8281d3dc9 completed April 19, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69e4890c12388190838d350207492c9e completed April 19, 2026, 7:49 a.m.
Created at: April 8, 2026, 9:29 p.m.