Triple

T15352003
Position Surface form Disambiguated ID Type / Status
Subject Lingg E367075 entity
Predicate usedAsFamilyNameIn P15990 FINISHED
Object German-speaking countries
German-speaking countries are nations in Central Europe, primarily including Germany, Austria, and parts of Switzerland, where German is the dominant official language and cultural medium.
E18483 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: German-speaking countries | Statement: [Lingg, usedAsFamilyNameIn, German-speaking countries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German-speaking countries
Context triple: [Lingg, usedAsFamilyNameIn, German-speaking countries]
  • A. German-speaking Europe
    German-speaking Europe is the cultural and linguistic region of Europe where German is the dominant language, primarily encompassing Germany, Austria, parts of Switzerland, and neighboring areas.
  • B. German-speaking Switzerland
    German-speaking Switzerland is the predominantly German-language region of Switzerland, encompassing major cities like Zurich and forming the country's largest linguistic and cultural area.
  • C. German-speaking Belgium
    German-speaking Belgium is the small, officially recognized German-language community and region in eastern Belgium with its own cultural and political institutions.
  • D. German-speaking Italy
    German-speaking Italy refers primarily to the autonomous province of South Tyrol and surrounding areas in northern Italy where German is widely spoken and holds official status alongside Italian.
  • E. German-speaking Denmark
    German-speaking Denmark refers to the regions and communities within Denmark where German is traditionally spoken as a minority language, forming part of the broader German-speaking areas of Europe.
  • 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: German-speaking countries
Triple: [Lingg, usedAsFamilyNameIn, German-speaking countries]
Generated description
German-speaking countries are nations in Central Europe, primarily including Germany, Austria, and parts of Switzerland, where German is the dominant official language and cultural medium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German-speaking countries
Target entity description: German-speaking countries are nations in Central Europe, primarily including Germany, Austria, and parts of Switzerland, where German is the dominant official language and cultural medium.
  • A. German-speaking Europe chosen
    German-speaking Europe is the cultural and linguistic region of Europe where German is the dominant language, primarily encompassing Germany, Austria, parts of Switzerland, and neighboring areas.
  • B. German-speaking Switzerland
    German-speaking Switzerland is the predominantly German-language region of Switzerland, encompassing major cities like Zurich and forming the country's largest linguistic and cultural area.
  • C. German-speaking Belgium
    German-speaking Belgium is the small, officially recognized German-language community and region in eastern Belgium with its own cultural and political institutions.
  • D. German-speaking Italy
    German-speaking Italy refers primarily to the autonomous province of South Tyrol and surrounding areas in northern Italy where German is widely spoken and holds official status alongside Italian.
  • E. German-speaking Denmark
    German-speaking Denmark refers to the regions and communities within Denmark where German is traditionally spoken as a minority language, forming part of the broader German-speaking areas of Europe.
  • F. None of above.

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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e290efc8190b22c95dcd3e5f57f completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01fd53688190939787a3d6ff3bb9 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff030970588190a793cd710e819635 completed May 9, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ff04633de08190867ad3baec6b2b02 completed May 9, 2026, 9:54 a.m.
Created at: April 10, 2026, 3:17 a.m.