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.