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.