Triple

T576187
Position Surface form Disambiguated ID Type / Status
Subject Google Translate E13763 entity
Predicate availableLanguage P2177 FINISHED
Object Macedonian
Macedonian is a South Slavic language primarily spoken in North Macedonia and recognized as the country's official language.
E72109 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: Macedonian | Statement: [Google Translate, availableLanguage, Macedonian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macedonian
Context triple: [Google Translate, availableLanguage, Macedonian]
  • A. Gheg
    Gheg is the northern variety of the Albanian language, spoken primarily in northern Albania, Kosovo, and surrounding regions, and distinguished by notable phonological and grammatical features from other Albanian dialects.
  • B. Tsakonian
    Tsakonian is a highly divergent modern Greek dialect, often considered a separate language, descended from ancient Doric Greek and spoken by a small community in the eastern Peloponnese.
  • C. Albanian language
    The Albanian language is the unique modern representative of its own branch within the Indo-European family, spoken primarily in Albania, Kosovo, and neighboring regions of the Balkans.
  • D. Balkan Turkish
    Balkan Turkish is a regional variety of the Turkish language spoken by Turkish communities across several Balkan countries, influenced by local languages and cultures.
  • E. Pontic Greek
    Pontic Greek is an endangered Hellenic language traditionally spoken by Greek communities around the Black Sea region, particularly in what is now northeastern Turkey and the Caucasus.
  • 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: Macedonian
Triple: [Google Translate, availableLanguage, Macedonian]
Generated description
Macedonian is a South Slavic language primarily spoken in North Macedonia and recognized as the country's official language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macedonian
Target entity description: Macedonian is a South Slavic language primarily spoken in North Macedonia and recognized as the country's official language.
  • A. Gheg
    Gheg is the northern variety of the Albanian language, spoken primarily in northern Albania, Kosovo, and surrounding regions, and distinguished by notable phonological and grammatical features from other Albanian dialects.
  • B. Tsakonian
    Tsakonian is a highly divergent modern Greek dialect, often considered a separate language, descended from ancient Doric Greek and spoken by a small community in the eastern Peloponnese.
  • C. Albanian language
    The Albanian language is the unique modern representative of its own branch within the Indo-European family, spoken primarily in Albania, Kosovo, and neighboring regions of the Balkans.
  • D. Balkan Turkish
    Balkan Turkish is a regional variety of the Turkish language spoken by Turkish communities across several Balkan countries, influenced by local languages and cultures.
  • E. Pontic Greek
    Pontic Greek is an endangered Hellenic language traditionally spoken by Greek communities around the Black Sea region, particularly in what is now northeastern Turkey and the Caucasus.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b67395c8190a8046ff7debe9d1f completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ff4db0248190b2b3ca0290467313 completed March 2, 2026, 3:09 a.m.
NEDg Description generation batch_69a500891de4819086b4599fb4ee328c completed March 2, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69a5010c65a881908cce2e1a3d9f158d completed March 2, 2026, 3:16 a.m.
Created at: March 1, 2026, 7:33 p.m.