Triple

T748414
Position Surface form Disambiguated ID Type / Status
Subject North Macedonia E15392 entity
Predicate regionalOrganization P2785 FINISHED
Object Central European Free Trade Agreement
The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
E88962 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: Central European Free Trade Agreement | Statement: [North Macedonia, regionalOrganization, Central European Free Trade Agreement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central European Free Trade Agreement
Context triple: [North Macedonia, regionalOrganization, Central European Free Trade Agreement]
  • A. European Free Trade Association
    The European Free Trade Association is an intergovernmental organization of European countries that promotes free trade and economic integration among its member states outside the European Union.
  • B. European Economic Community
    The European Economic Community was a regional organization founded in 1957 to foster economic integration and create a common market among its member states, serving as a key precursor to the European Union.
  • C. Eurasian Economic Union
    The Eurasian Economic Union is a regional economic bloc of several post-Soviet states that promotes economic integration through a common market, coordinated policies, and reduced trade barriers.
  • D. Schengen Area
    The Schengen Area is a zone of European countries that have abolished internal border controls to allow passport-free movement of people across most of the continent.
  • E. European Union customs union
    The European Union customs union is an integrated trade area in which EU member states apply a common external tariff and eliminate customs duties and quotas on goods traded between them.
  • 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: Central European Free Trade Agreement
Triple: [North Macedonia, regionalOrganization, Central European Free Trade Agreement]
Generated description
The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central European Free Trade Agreement
Target entity description: The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
  • A. European Free Trade Association
    The European Free Trade Association is an intergovernmental organization of European countries that promotes free trade and economic integration among its member states outside the European Union.
  • B. European Economic Community
    The European Economic Community was a regional organization founded in 1957 to foster economic integration and create a common market among its member states, serving as a key precursor to the European Union.
  • C. Eurasian Economic Union
    The Eurasian Economic Union is a regional economic bloc of several post-Soviet states that promotes economic integration through a common market, coordinated policies, and reduced trade barriers.
  • D. Schengen Area
    The Schengen Area is a zone of European countries that have abolished internal border controls to allow passport-free movement of people across most of the continent.
  • E. European Union customs union
    The European Union customs union is an integrated trade area in which EU member states apply a common external tariff and eliminate customs duties and quotas on goods traded between them.
  • 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a62f31888190b80cb0a7220f8d80 completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654e8d80481908505896fb6ead36b completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a655c79044819098e36081b754c9be completed March 3, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69a65638cd5881908b421d9d8a90291b completed March 3, 2026, 3:32 a.m.
Created at: March 1, 2026, 7:37 p.m.