Triple
T245029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hungary |
E5017
|
entity |
| Predicate | nationalLanguageBranch |
P1967
|
FINISHED |
| Object |
Ugric languages
The Ugric languages are a small branch of the Uralic language family that includes Hungarian and its closest linguistic relatives, spoken historically in parts of Central and Western Siberia.
|
E32561
|
NE FINISHED |
How this triple was built (5 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: Ugric languages | Statement: [Hungary, nationalLanguageBranch, Ugric languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ugric languages Context triple: [Hungary, nationalLanguageBranch, Ugric languages]
-
A.
Uralic languages
Uralic languages are a family of languages spoken across Northern Eurasia, including Finnish, Hungarian, and Estonian, known for their agglutinative morphology and complex case systems.
-
B.
Finnic languages
The Finnic languages are a branch of the Uralic language family spoken around the Baltic Sea, including languages such as Finnish and Estonian that share common structural and historical features.
-
C.
Balto-Slavic languages
The Balto-Slavic languages are a branch of the Indo-European language family that includes the Baltic and Slavic languages, such as Russian, Polish, and Lithuanian.
-
D.
Slavic languages
Slavic languages are a branch of the Indo-European language family spoken primarily in Eastern and Central Europe, known for features such as rich consonant clusters, aspectual verb systems, and extensive case inflection.
-
E.
Germanic languages
Germanic languages are a major branch of the Indo-European language family that includes languages such as English, German, Dutch, and the Scandinavian languages, sharing common historical origins and linguistic features.
- 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: Ugric languages Triple: [Hungary, nationalLanguageBranch, Ugric languages]
Generated description
The Ugric languages are a small branch of the Uralic language family that includes Hungarian and its closest linguistic relatives, spoken historically in parts of Central and Western Siberia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ugric languages Target entity description: The Ugric languages are a small branch of the Uralic language family that includes Hungarian and its closest linguistic relatives, spoken historically in parts of Central and Western Siberia.
-
A.
Uralic languages
Uralic languages are a family of languages spoken across Northern Eurasia, including Finnish, Hungarian, and Estonian, known for their agglutinative morphology and complex case systems.
-
B.
Finnic languages
The Finnic languages are a branch of the Uralic language family spoken around the Baltic Sea, including languages such as Finnish and Estonian that share common structural and historical features.
-
C.
Balto-Slavic languages
The Balto-Slavic languages are a branch of the Indo-European language family that includes the Baltic and Slavic languages, such as Russian, Polish, and Lithuanian.
-
D.
Slavic languages
Slavic languages are a branch of the Indo-European language family spoken primarily in Eastern and Central Europe, known for features such as rich consonant clusters, aspectual verb systems, and extensive case inflection.
-
E.
Germanic languages
Germanic languages are a major branch of the Indo-European language family that includes languages such as English, German, Dutch, and the Scandinavian languages, sharing common historical origins and linguistic features.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nationalLanguageBranch Context triple: [Hungary, nationalLanguageBranch, Ugric languages]
-
A.
languageBranch
chosen
Indicates that one language belongs to, or is classified under, a broader linguistic branch or subgroup.
-
B.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
C.
languageFamilyCode
Indicates the language family to which a given language belongs, represented by a standardized code.
-
D.
isScheduledLanguageOf
Indicates that a particular language is officially planned or designated to be used for a specific event, program, or context.
-
E.
nativeLanguage
Indicates the language that a person or entity originally learned and uses as their primary or first language.
- F. None of above.
Provenance (6 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_69a257c3d0708190b0871c4269d273e6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d10ac248190a98dedabf5358668 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3736ff4388190b6b43a149d0003c5 |
completed | Feb. 28, 2026, 11 p.m. |
| NEDg | Description generation | batch_69a3745c4cb481908fb0ba52119fabbb |
completed | Feb. 28, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a374e12e9c819090217b5197c90ccf |
completed | Feb. 28, 2026, 11:06 p.m. |
| PD | Predicate disambiguation | batch_69a25b63b0bc8190864d7324d339fb48 |
completed | Feb. 28, 2026, 3:05 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.