Triple

T2952891
Position Surface form Disambiguated ID Type / Status
Subject Huber E79860 entity
Predicate hasNotableBearer P458 FINISHED
Object Johann Huber
Johann Huber is a relatively common German-language personal name shared by several notable individuals across fields such as theology, politics, and academia.
E315409 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: Johann Huber | Statement: [Huber, hasNotableBearer, Johann Huber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johann Huber
Context triple: [Huber, hasNotableBearer, Johann Huber]
  • A. Leonhard Widmer
    Leonhard Widmer was a 19th-century Swiss writer best known for authoring the lyrics of the Swiss national anthem, the "Swiss Psalm."
  • B. Karl Elliger
    Karl Elliger was a German biblical scholar and Hebraist best known for co-editing the critical edition of the Hebrew Bible, Biblia Hebraica Stuttgartensia.
  • C. Moritz Leuenberger
    Moritz Leuenberger is a Swiss politician and former member of the Federal Council who served as head of the Federal Department of Environment, Transport, Energy and Communications.
  • D. Eduard de Stoeckl
    Eduard de Stoeckl was a 19th-century Russian diplomat best known for representing the Russian Empire in Washington and arranging the sale of Alaska to the United States.
  • E. Gotthard Heinrici
    Gotthard Heinrici was a German Wehrmacht field marshal renowned as one of Nazi Germany’s most skilled defensive commanders during World War II, particularly in the war’s final stages.
  • 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: Johann Huber
Triple: [Huber, hasNotableBearer, Johann Huber]
Generated description
Johann Huber is a relatively common German-language personal name shared by several notable individuals across fields such as theology, politics, and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johann Huber
Target entity description: Johann Huber is a relatively common German-language personal name shared by several notable individuals across fields such as theology, politics, and academia.
  • A. Leonhard Widmer
    Leonhard Widmer was a 19th-century Swiss writer best known for authoring the lyrics of the Swiss national anthem, the "Swiss Psalm."
  • B. Karl Elliger
    Karl Elliger was a German biblical scholar and Hebraist best known for co-editing the critical edition of the Hebrew Bible, Biblia Hebraica Stuttgartensia.
  • C. Moritz Leuenberger
    Moritz Leuenberger is a Swiss politician and former member of the Federal Council who served as head of the Federal Department of Environment, Transport, Energy and Communications.
  • D. Eduard de Stoeckl
    Eduard de Stoeckl was a 19th-century Russian diplomat best known for representing the Russian Empire in Washington and arranging the sale of Alaska to the United States.
  • E. Gotthard Heinrici
    Gotthard Heinrici was a German Wehrmacht field marshal renowned as one of Nazi Germany’s most skilled defensive commanders during World War II, particularly in the war’s final stages.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fe4b688190a0f68c4f80cd6f8f completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108dae9ac8190b72faf84e75a60c7 completed March 11, 2026, 6:16 a.m.
NEDg Description generation batch_69b1094328ec81909bb5ebf1def53637 completed March 11, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69b109cb6f208190b465b4bcbba2acd3 completed March 11, 2026, 6:20 a.m.
Created at: March 8, 2026, 2:57 p.m.