Triple

T20562318
Position Surface form Disambiguated ID Type / Status
Subject Ludwigsburg district E504872 entity
Predicate borderedBy P224 FINISHED
Object Stuttgart urban district
Stuttgart urban district is a major independent city and administrative district in the German state of Baden-Württemberg, serving as the region’s economic and cultural center.
 E1454491 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: Stuttgart urban district | Statement: [Ludwigsburg district, borderedBy, Stuttgart urban district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stuttgart urban district
Context triple: [Ludwigsburg district, borderedBy, Stuttgart urban district]
  • A. Stuttgart-West
    Stuttgart-West is a central, densely populated district of Stuttgart, Germany, known for its historic residential architecture, cultural venues, and vibrant urban atmosphere.
  • B. Stuttgart-Vaihingen
    Stuttgart-Vaihingen is a district in the southwest of Stuttgart, Germany, known as a residential and business area with important transport links and educational institutions.
  • C. Stuttgart-Süd
    Stuttgart-Süd is a central urban district of Stuttgart, Germany, known for its historic residential areas, hillside views, and vibrant cultural and nightlife scene.
  • D. Stuttgart-Mitte
    Stuttgart-Mitte is the central district of Stuttgart, Germany, encompassing the city’s historic core, main shopping streets, and many cultural and administrative institutions.
  • E. 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.
  • 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: Stuttgart urban district
Triple: [Ludwigsburg district, borderedBy, Stuttgart urban district]
Generated description
Stuttgart urban district is a major independent city and administrative district in the German state of Baden-Württemberg, serving as the region’s economic and cultural center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stuttgart urban district
Target entity description: Stuttgart urban district is a major independent city and administrative district in the German state of Baden-Württemberg, serving as the region’s economic and cultural center.
  • A. Stuttgart-West
    Stuttgart-West is a central, densely populated district of Stuttgart, Germany, known for its historic residential architecture, cultural venues, and vibrant urban atmosphere.
  • B. Stuttgart-Vaihingen
    Stuttgart-Vaihingen is a district in the southwest of Stuttgart, Germany, known as a residential and business area with important transport links and educational institutions.
  • C. Stuttgart-Süd
    Stuttgart-Süd is a central urban district of Stuttgart, Germany, known for its historic residential areas, hillside views, and vibrant cultural and nightlife scene.
  • D. Stuttgart-Mitte
    Stuttgart-Mitte is the central district of Stuttgart, Germany, encompassing the city’s historic core, main shopping streets, and many cultural and administrative institutions.
  • E. 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.
  • 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_69e6a79f906c819081163de9649ccb17 completed April 20, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a090aeae39881909a35767b9b57eab4 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090fb735cc8190a1dfea82584b7675 completed May 17, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a091010ef9c8190862283f739b7027b completed May 17, 2026, 12:47 a.m.
Created at: April 16, 2026, 11:39 a.m.