Triple

T361580
Position Surface form Disambiguated ID Type / Status
Subject Luxembourgish E7865 entity
Predicate subgroup P10 FINISHED
Object Central German languages
Central German languages are a group of High German dialects spoken primarily in central parts of Germany and neighboring regions, forming a key transitional zone between Upper and Low German varieties.
E46249 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: Central German languages | Statement: [Luxembourgish, subgroup, Central German languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central German languages
Context triple: [Luxembourgish, subgroup, Central German languages]
  • A. Rhenish Franconian
    Rhenish Franconian is a group of West Central German dialects spoken primarily in parts of western Germany, Luxembourg, and eastern France.
  • B. East Franconian
    East Franconian is a High German dialect spoken primarily in parts of northern Bavaria, Thuringia, and Baden-Württemberg, forming a transitional variety between Upper and Central German dialects.
  • C. Middle Franconia
    Middle Franconia is an administrative region in the German state of Bavaria, known for cities such as Nuremberg, Erlangen, and Fürth.
  • D. Alemannic German
    Alemannic German is a group of Upper German dialects spoken primarily in parts of Switzerland, Germany, Austria, and Liechtenstein.
  • E. West Germanic languages
    West Germanic languages are a major branch of the Germanic language family that includes languages such as English, German, and Dutch, spoken primarily in Western and Central Europe and many parts of the world.
  • 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: Central German languages
Triple: [Luxembourgish, subgroup, Central German languages]
Generated description
Central German languages are a group of High German dialects spoken primarily in central parts of Germany and neighboring regions, forming a key transitional zone between Upper and Low German varieties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central German languages
Target entity description: Central German languages are a group of High German dialects spoken primarily in central parts of Germany and neighboring regions, forming a key transitional zone between Upper and Low German varieties.
  • A. Rhenish Franconian
    Rhenish Franconian is a group of West Central German dialects spoken primarily in parts of western Germany, Luxembourg, and eastern France.
  • B. East Franconian
    East Franconian is a High German dialect spoken primarily in parts of northern Bavaria, Thuringia, and Baden-Württemberg, forming a transitional variety between Upper and Central German dialects.
  • C. Middle Franconia
    Middle Franconia is an administrative region in the German state of Bavaria, known for cities such as Nuremberg, Erlangen, and Fürth.
  • D. Alemannic German
    Alemannic German is a group of Upper German dialects spoken primarily in parts of Switzerland, Germany, Austria, and Liechtenstein.
  • E. West Germanic languages
    West Germanic languages are a major branch of the Germanic language family that includes languages such as English, German, and Dutch, spoken primarily in Western and Central Europe and many parts of the world.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebce64c88190a0a8edcc7095f78b completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e86386e08190a21d34fea9faaef0 completed March 1, 2026, 7:18 a.m.
NEDg Description generation batch_69a3e922d6f081908cea3427d892c5b7 completed March 1, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69a3e983b7cc819089f54a04dd753ccd completed March 1, 2026, 7:23 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.