Triple

T22590248
Position Surface form Disambiguated ID Type / Status
Subject Augsburg tram network E564924 entity
Predicate operator P179 FINISHED
Object Stadtwerke Augsburg
Stadtwerke Augsburg is the municipal utility company of Augsburg, Germany, responsible for providing public transport, energy, and other essential urban services.
 E1545150 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: Stadtwerke Augsburg | Statement: [Augsburg tram network, operator, Stadtwerke Augsburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stadtwerke Augsburg
Context triple: [Augsburg tram network, operator, Stadtwerke Augsburg]
  • A. Stadtwerke Nürnberg
    Stadtwerke Nürnberg is the municipal utility company of the city of Nuremberg, responsible for providing essential services such as energy, water, and public infrastructure.
  • B. Stadtwerke München
    Stadtwerke München is the municipal utility company of the city of Munich, Germany, providing energy, water, public transport, and related services, and actively investing in renewable energy projects.
  • C. Wuppertaler Stadtwerke
    Wuppertaler Stadtwerke is the municipal utility company of Wuppertal, Germany, responsible for public transport, including the iconic suspension railway, as well as energy and water services.
  • D. Stadtwerke Frankfurt
    Stadtwerke Frankfurt is the municipal utility holding company of the city of Frankfurt am Main, overseeing local public services such as transport, energy, and infrastructure.
  • E. EnBW Energie Baden-Württemberg AG
    EnBW Energie Baden-Württemberg AG is one of Germany’s largest energy supply companies, providing electricity, gas, and related services with a focus on the Baden-Württemberg region and the broader European market.
  • 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: Stadtwerke Augsburg
Triple: [Augsburg tram network, operator, Stadtwerke Augsburg]
Generated description
Stadtwerke Augsburg is the municipal utility company of Augsburg, Germany, responsible for providing public transport, energy, and other essential urban services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stadtwerke Augsburg
Target entity description: Stadtwerke Augsburg is the municipal utility company of Augsburg, Germany, responsible for providing public transport, energy, and other essential urban services.
  • A. Stadtwerke Nürnberg
    Stadtwerke Nürnberg is the municipal utility company of the city of Nuremberg, responsible for providing essential services such as energy, water, and public infrastructure.
  • B. Stadtwerke München
    Stadtwerke München is the municipal utility company of the city of Munich, Germany, providing energy, water, public transport, and related services, and actively investing in renewable energy projects.
  • C. Wuppertaler Stadtwerke
    Wuppertaler Stadtwerke is the municipal utility company of Wuppertal, Germany, responsible for public transport, including the iconic suspension railway, as well as energy and water services.
  • D. Stadtwerke Frankfurt
    Stadtwerke Frankfurt is the municipal utility holding company of the city of Frankfurt am Main, overseeing local public services such as transport, energy, and infrastructure.
  • E. EnBW Energie Baden-Württemberg AG
    EnBW Energie Baden-Württemberg AG is one of Germany’s largest energy supply companies, providing electricity, gas, and related services with a focus on the Baden-Württemberg region and the broader European market.
  • 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_69e245836014819091b91ed3074742a3 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1615f63788190acf776b313f0794a completed April 29, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d5c30a881908378d2b858c92e7e completed May 18, 2026, 4:25 p.m.
NEDg Description generation batch_6a0b3f67df248190ab877b91cfec6772 completed May 18, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3fe2ff80819099e665372b4e572b completed May 18, 2026, 4:35 p.m.
Created at: April 17, 2026, 2:48 p.m.