Triple

T20556544
Position Surface form Disambiguated ID Type / Status
Subject FC Augsburg E504733 entity
Predicate notableFormerCoach P4378 FINISHED
Object Markus Weinzierl
Markus Weinzierl is a German football manager best known for leading FC Augsburg to their first-ever UEFA Europa League qualification and achieving strong Bundesliga finishes.
E1437534 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: Markus Weinzierl | Statement: [FC Augsburg, notableFormerCoach, Markus Weinzierl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Markus Weinzierl
Context triple: [FC Augsburg, notableFormerCoach, Markus Weinzierl]
  • A. Markus Sattler
    Markus Sattler is a German software engineer and entrepreneur best known as a co-founder and former CTO of the email marketing platform Mailjet.
  • B. Hannes Rossacher
    Hannes Rossacher is an Austrian music video and film director known for his work with major rock bands and for co-founding the production company DoRo Productions.
  • C. Philipp Gerlach
    Philipp Gerlach was an early 18th-century German Baroque architect known for designing prominent buildings in Prussia under King Frederick I.
  • D. Christian Breslauer
    Christian Breslauer is a contemporary music video director known for his cinematic, high-concept visuals for major pop and hip-hop artists.
  • E. Stefan Vogl
    Stefan Vogl is an ice hockey player known for emerging from the development system of the German club ESV Kaufbeuren.
  • 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: Markus Weinzierl
Triple: [FC Augsburg, notableFormerCoach, Markus Weinzierl]
Generated description
Markus Weinzierl is a German football manager best known for leading FC Augsburg to their first-ever UEFA Europa League qualification and achieving strong Bundesliga finishes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Markus Weinzierl
Target entity description: Markus Weinzierl is a German football manager best known for leading FC Augsburg to their first-ever UEFA Europa League qualification and achieving strong Bundesliga finishes.
  • A. Markus Sattler
    Markus Sattler is a German software engineer and entrepreneur best known as a co-founder and former CTO of the email marketing platform Mailjet.
  • B. Hannes Rossacher
    Hannes Rossacher is an Austrian music video and film director known for his work with major rock bands and for co-founding the production company DoRo Productions.
  • C. Philipp Gerlach
    Philipp Gerlach was an early 18th-century German Baroque architect known for designing prominent buildings in Prussia under King Frederick I.
  • D. Christian Breslauer
    Christian Breslauer is a contemporary music video director known for his cinematic, high-concept visuals for major pop and hip-hop artists.
  • E. Stefan Vogl
    Stefan Vogl is an ice hockey player known for emerging from the development system of the German club ESV Kaufbeuren.
  • 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_69e0b4b6587c8190aee63dc7cff244ea completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5de9c008190b8620628fb285e90 completed April 20, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a576d990819099ac2858ea7df968 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a68c08dc8190a09854800df82686 completed May 16, 2026, 5:17 p.m.
NED2 Entity disambiguation (via description) batch_6a08a7331cc88190a9ed6056e5743e69 completed May 16, 2026, 5:19 p.m.
Created at: April 16, 2026, 11:38 a.m.