Triple

T8590973
Position Surface form Disambiguated ID Type / Status
Subject Kosovo Customs E203425 entity
Predicate cooperatesWith P435 FINISHED
Object tax administration of Kosovo
The tax administration of Kosovo is the government agency responsible for assessing, collecting, and enforcing taxes within Kosovo to fund public services and implement fiscal policy.
 E745201 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: tax administration of Kosovo | Statement: [Kosovo Customs, cooperatesWith, tax administration of Kosovo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: tax administration of Kosovo
Context triple: [Kosovo Customs, cooperatesWith, tax administration of Kosovo]
  • A. Kosovo Customs
    Kosovo Customs is the customs authority of Kosovo responsible for overseeing the movement of goods across its borders, collecting customs duties and taxes, and enforcing trade and customs regulations.
  • B. Tax Administration of Finland
    The Tax Administration of Finland is the national government agency responsible for collecting taxes and enforcing tax laws throughout Finland.
  • C. Ministry of Finance of Montenegro
    The Ministry of Finance of Montenegro is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
  • D. Specialist Chambers for Kosovo
    The Specialist Chambers for Kosovo is a Hague-based court established to prosecute alleged war crimes and crimes against humanity related to the Kosovo conflict, particularly those attributed to former Kosovo Liberation Army members.
  • E. Government of Kosovo
    The Government of Kosovo is the central executive authority responsible for implementing laws, managing public policy, and overseeing the administration of the Republic of Kosovo.
  • 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: tax administration of Kosovo
Triple: [Kosovo Customs, cooperatesWith, tax administration of Kosovo]
Generated description
The tax administration of Kosovo is the government agency responsible for assessing, collecting, and enforcing taxes within Kosovo to fund public services and implement fiscal policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: tax administration of Kosovo
Target entity description: The tax administration of Kosovo is the government agency responsible for assessing, collecting, and enforcing taxes within Kosovo to fund public services and implement fiscal policy.
  • A. Kosovo Customs
    Kosovo Customs is the customs authority of Kosovo responsible for overseeing the movement of goods across its borders, collecting customs duties and taxes, and enforcing trade and customs regulations.
  • B. Tax Administration of Finland
    The Tax Administration of Finland is the national government agency responsible for collecting taxes and enforcing tax laws throughout Finland.
  • C. Ministry of Finance of Montenegro
    The Ministry of Finance of Montenegro is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
  • D. Specialist Chambers for Kosovo
    The Specialist Chambers for Kosovo is a Hague-based court established to prosecute alleged war crimes and crimes against humanity related to the Kosovo conflict, particularly those attributed to former Kosovo Liberation Army members.
  • E. Government of Kosovo
    The Government of Kosovo is the central executive authority responsible for implementing laws, managing public policy, and overseeing the administration of the Republic of Kosovo.
  • 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_69ca832a7f108190b4e4f5648abf4aa2 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc4665f1708190b736dd67593234d7 completed March 31, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8b584088190bc5b8b2785894d82 completed April 2, 2026, 5:34 p.m.
NEDg Description generation batch_69cea9cff1ec8190a0093fb42782341e completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa9f7f8c8190965e86880ff141d5 completed April 2, 2026, 5:42 p.m.
Created at: March 30, 2026, 6:23 p.m.