Triple

T735980
Position Surface form Disambiguated ID Type / Status
Subject Serbs E14932 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Macedonians
Macedonians are a South Slavic ethnic group primarily associated with North Macedonia, sharing linguistic and cultural ties with neighboring Balkan peoples.
 E87706 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: Macedonians | Statement: [Serbs, relatedEthnicGroup, Macedonians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macedonians
Context triple: [Serbs, relatedEthnicGroup, Macedonians]
  • A. Thracians
    Thracians were an ancient Indo-European people who inhabited the region of Thrace in Southeast Europe, known for their warrior culture, distinctive art, and interactions with Greek, Persian, and later Roman civilizations.
  • B. Albanians
    Albanians are a South Slavic-influenced but distinct ethnic group native to the western Balkans, primarily associated with Albania and Kosovo, with their own Albanian language and cultural traditions.
  • C. Serbs
    Serbs are a South Slavic ethnic group primarily associated with Serbia and the broader Balkan region, known for their distinct language, culture, and historical influence in Southeast Europe.
  • D. Bulgarians
    Bulgarians are a South Slavic ethnic group native to Southeastern Europe, primarily associated with the country of Bulgaria and its cultural and historical heritage.
  • E. Illyrians
    The Illyrians were an ancient group of Indo-European tribes who inhabited the western Balkans and Adriatic coast, later coming under Roman and Byzantine influence.
  • 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: Macedonians
Triple: [Serbs, relatedEthnicGroup, Macedonians]
Generated description
Macedonians are a South Slavic ethnic group primarily associated with North Macedonia, sharing linguistic and cultural ties with neighboring Balkan peoples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macedonians
Target entity description: Macedonians are a South Slavic ethnic group primarily associated with North Macedonia, sharing linguistic and cultural ties with neighboring Balkan peoples.
  • A. Thracians
    Thracians were an ancient Indo-European people who inhabited the region of Thrace in Southeast Europe, known for their warrior culture, distinctive art, and interactions with Greek, Persian, and later Roman civilizations.
  • B. Albanians
    Albanians are a South Slavic-influenced but distinct ethnic group native to the western Balkans, primarily associated with Albania and Kosovo, with their own Albanian language and cultural traditions.
  • C. Serbs
    Serbs are a South Slavic ethnic group primarily associated with Serbia and the broader Balkan region, known for their distinct language, culture, and historical influence in Southeast Europe.
  • D. Bulgarians
    Bulgarians are a South Slavic ethnic group native to Southeastern Europe, primarily associated with the country of Bulgaria and its cultural and historical heritage.
  • E. Illyrians
    The Illyrians were an ancient group of Indo-European tribes who inhabited the western Balkans and Adriatic coast, later coming under Roman and Byzantine influence.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5da30b88190afbd12ae6109cc1b completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a618c248190ab1bcecba04d3da8 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b4c8bb88190aa413a4bed256129 completed March 3, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a64beaafa0819099b02cca0f6c79b7 completed March 3, 2026, 2:48 a.m.
Created at: March 1, 2026, 7:37 p.m.