Triple

T22003105
Position Surface form Disambiguated ID Type / Status
Subject Augsburg Airport E543381 entity
Predicate serves P98 FINISHED
Object Augsburg metropolitan area
The Augsburg metropolitan area is an urban region in Bavaria, Germany, centered on the historic city of Augsburg and its surrounding municipalities, known for its industry, culture, and role as a regional economic hub.
E1511920 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: Augsburg metropolitan area | Statement: [Augsburg Airport, serves, Augsburg metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Augsburg metropolitan area
Context triple: [Augsburg Airport, serves, Augsburg metropolitan area]
  • A. Nuremberg metropolitan region
    The Nuremberg metropolitan region is a major urban and economic area in northern Bavaria, Germany, centered around the city of Nuremberg and encompassing several surrounding cities and towns.
  • B. Munich metropolitan region
    The Munich metropolitan region is a major economic and cultural hub in southern Germany centered around the city of Munich and encompassing numerous surrounding towns and districts.
  • C. Neckar-Alb metropolitan region
    The Neckar-Alb metropolitan region is an economic and cultural area in the German state of Baden-Württemberg, centered around the cities of Tübingen, Reutlingen, and Zollernalb, known for its industry, research institutions, and scenic landscapes.
  • D. Stuttgart micropolitan area
    The Stuttgart micropolitan area is a small U.S. population center in eastern Arkansas anchored by the city of Stuttgart and its surrounding rural communities.
  • E. Augsburg district
    Augsburg district is a rural administrative district in the Swabia region of Bavaria, Germany, surrounding but not including the city of Augsburg.
  • 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: Augsburg metropolitan area
Triple: [Augsburg Airport, serves, Augsburg metropolitan area]
Generated description
The Augsburg metropolitan area is an urban region in Bavaria, Germany, centered on the historic city of Augsburg and its surrounding municipalities, known for its industry, culture, and role as a regional economic hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Augsburg metropolitan area
Target entity description: The Augsburg metropolitan area is an urban region in Bavaria, Germany, centered on the historic city of Augsburg and its surrounding municipalities, known for its industry, culture, and role as a regional economic hub.
  • A. Nuremberg metropolitan region
    The Nuremberg metropolitan region is a major urban and economic area in northern Bavaria, Germany, centered around the city of Nuremberg and encompassing several surrounding cities and towns.
  • B. Munich metropolitan region
    The Munich metropolitan region is a major economic and cultural hub in southern Germany centered around the city of Munich and encompassing numerous surrounding towns and districts.
  • C. Neckar-Alb metropolitan region
    The Neckar-Alb metropolitan region is an economic and cultural area in the German state of Baden-Württemberg, centered around the cities of Tübingen, Reutlingen, and Zollernalb, known for its industry, research institutions, and scenic landscapes.
  • D. Stuttgart micropolitan area
    The Stuttgart micropolitan area is a small U.S. population center in eastern Arkansas anchored by the city of Stuttgart and its surrounding rural communities.
  • E. Augsburg district
    Augsburg district is a rural administrative district in the Swabia region of Bavaria, Germany, surrounding but not including the city of Augsburg.
  • 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_69e11e2c814c8190837d072789000486 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1276cab5c8190ac1236fde7e0394a completed April 28, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d8de70c819098d3726d18624c4a completed May 18, 2026, 1:38 a.m.
NEDg Description generation batch_6a0a6e43e9248190ba82f7cc9b4211fe completed May 18, 2026, 1:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6ece6af88190b9ad30dab4ff7d56 completed May 18, 2026, 1:43 a.m.
Created at: April 16, 2026, 8:20 p.m.