Triple

T3849174
Position Surface form Disambiguated ID Type / Status
Subject Burushaski E85247 entity
Predicate studiedBy P1945 FINISHED
Object linguist Hermann Berger
Hermann Berger was a German linguist renowned for his extensive research on the Burushaski language and other lesser-studied languages of South and Central Asia.
E392768 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: linguist Hermann Berger | Statement: [Burushaski, studiedBy, linguist Hermann Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: linguist Hermann Berger
Context triple: [Burushaski, studiedBy, linguist Hermann Berger]
  • A. Friedrich L. Bauer
    Friedrich L. Bauer was a German computer scientist and pioneer in programming language design, notably contributing to the development of ALGOL 60 and foundational concepts in software engineering.
  • B. linguist Hansjakob Seiler
    Hansjakob Seiler was a Swiss linguist known for his extensive descriptive and typological work on Native American languages, including the Cahuilla language.
  • C. Georg Gsell
    Georg Gsell was a Swiss Baroque painter and art dealer who worked at the court of Peter the Great in Russia.
  • D. Paul Körner
    Paul Körner was a high-ranking Nazi official and close associate of Hermann Göring who played a key role in the economic and industrial mobilization of the Third Reich.
  • E. Karl Bühler
    Karl Bühler was an influential Austrian psychologist and linguist known for his work on language theory, Gestalt psychology, and the functional model of language.
  • 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: linguist Hermann Berger
Triple: [Burushaski, studiedBy, linguist Hermann Berger]
Generated description
Hermann Berger was a German linguist renowned for his extensive research on the Burushaski language and other lesser-studied languages of South and Central Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: linguist Hermann Berger
Target entity description: Hermann Berger was a German linguist renowned for his extensive research on the Burushaski language and other lesser-studied languages of South and Central Asia.
  • A. Friedrich L. Bauer
    Friedrich L. Bauer was a German computer scientist and pioneer in programming language design, notably contributing to the development of ALGOL 60 and foundational concepts in software engineering.
  • B. linguist Hansjakob Seiler
    Hansjakob Seiler was a Swiss linguist known for his extensive descriptive and typological work on Native American languages, including the Cahuilla language.
  • C. Georg Gsell
    Georg Gsell was a Swiss Baroque painter and art dealer who worked at the court of Peter the Great in Russia.
  • D. Paul Körner
    Paul Körner was a high-ranking Nazi official and close associate of Hermann Göring who played a key role in the economic and industrial mobilization of the Third Reich.
  • E. Karl Bühler
    Karl Bühler was an influential Austrian psychologist and linguist known for his work on language theory, Gestalt psychology, and the functional model of language.
  • 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_69aed936de1c81908f91bed80f70abb2 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeebcde86081908cf3840ae002acfa completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b504172d58819089d19f5cb7b803ec completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504f32da48190a561cc72f0c4e827 completed March 14, 2026, 6:49 a.m.
NED2 Entity disambiguation (via description) batch_69b5064192a48190a0f95dee872437e0 completed March 14, 2026, 6:54 a.m.
Created at: March 9, 2026, 3:19 p.m.