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.