Triple

T502488
Position Surface form Disambiguated ID Type / Status
Subject West Slavs E10428 entity
Predicate usesLanguage P238 FINISHED
Object Sorbian languages
The Sorbian languages are a pair of closely related West Slavic minority languages spoken by the Sorb community primarily in eastern Germany, especially in Lusatia.
E63873 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: Sorbian languages | Statement: [West Slavs, usesLanguage, Sorbian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sorbian languages
Context triple: [West Slavs, usesLanguage, Sorbian languages]
  • A. Kashubian language
    Kashubian language is a West Slavic language spoken primarily in northern Poland by the Kashubian ethnic group, recognized as a regional language with its own distinct grammar, vocabulary, and literary tradition.
  • B. Silesian language
    The Silesian language is a West Slavic language or dialect spoken primarily in the Silesia region of Poland and neighboring areas, characterized by features transitional between Polish, Czech, and German influences.
  • 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. West Slavs
    The West Slavs are a subgroup of Slavic peoples in Central Europe, including nations such as Poles, Czechs, and Slovaks, who share related languages and cultural traditions.
  • 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: Sorbian languages
Triple: [West Slavs, usesLanguage, Sorbian languages]
Generated description
The Sorbian languages are a pair of closely related West Slavic minority languages spoken by the Sorb community primarily in eastern Germany, especially in Lusatia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sorbian languages
Target entity description: The Sorbian languages are a pair of closely related West Slavic minority languages spoken by the Sorb community primarily in eastern Germany, especially in Lusatia.
  • A. Kashubian language
    Kashubian language is a West Slavic language spoken primarily in northern Poland by the Kashubian ethnic group, recognized as a regional language with its own distinct grammar, vocabulary, and literary tradition.
  • B. Silesian language
    The Silesian language is a West Slavic language or dialect spoken primarily in the Silesia region of Poland and neighboring areas, characterized by features transitional between Polish, Czech, and German influences.
  • 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. West Slavs
    The West Slavs are a subgroup of Slavic peoples in Central Europe, including nations such as Poles, Czechs, and Slovaks, who share related languages and cultural traditions.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1339748819089f89691a1698dd9 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49eb990308190a3306f5408eec850 completed March 1, 2026, 8:16 p.m.
NEDg Description generation batch_69a49f60529481908b68c2fdb6120641 completed March 1, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69a4a01e54f08190be389a351aa131f0 completed March 1, 2026, 8:22 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.