Triple

T9985020
Position Surface form Disambiguated ID Type / Status
Subject City Council of Cologne E196545 entity
Predicate oversees P46 FINISHED
Object municipal companies of Cologne
The municipal companies of Cologne are city-owned enterprises that provide key public services and infrastructure for the residents of Cologne under the direction of the local government.
E834447 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: municipal companies of Cologne | Statement: [City Council of Cologne, oversees, municipal companies of Cologne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipal companies of Cologne
Context triple: [City Council of Cologne, oversees, municipal companies of Cologne]
  • A. City Council of Cologne
    The City Council of Cologne is the municipal governing body of Cologne, Germany, responsible for local legislation, administration oversight, and key civic decisions.
  • B. Cologne Government Region
    The Cologne Government Region is an administrative district in the German state of North Rhine-Westphalia, encompassing the city of Cologne and surrounding areas along the Rhine.
  • C. Stadtwerke Bonn group
    Stadtwerke Bonn group is a municipal utility and service company owned by the city of Bonn, responsible for public transport, energy, water, and related infrastructure services in the Bonn region.
  • D. Ruhrverband
    Ruhrverband is a German water management association responsible for operating reservoirs, dams, and water infrastructure in the Ruhr river basin.
  • E. Innenstadt (Cologne)
    Innenstadt (Cologne) is the central urban district of Cologne, Germany, encompassing the historic core, major commercial areas, and many of the city’s key cultural and administrative landmarks.
  • 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: municipal companies of Cologne
Triple: [City Council of Cologne, oversees, municipal companies of Cologne]
Generated description
The municipal companies of Cologne are city-owned enterprises that provide key public services and infrastructure for the residents of Cologne under the direction of the local government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: municipal companies of Cologne
Target entity description: The municipal companies of Cologne are city-owned enterprises that provide key public services and infrastructure for the residents of Cologne under the direction of the local government.
  • A. City Council of Cologne
    The City Council of Cologne is the municipal governing body of Cologne, Germany, responsible for local legislation, administration oversight, and key civic decisions.
  • B. Cologne Government Region
    The Cologne Government Region is an administrative district in the German state of North Rhine-Westphalia, encompassing the city of Cologne and surrounding areas along the Rhine.
  • C. Stadtwerke Bonn group
    Stadtwerke Bonn group is a municipal utility and service company owned by the city of Bonn, responsible for public transport, energy, water, and related infrastructure services in the Bonn region.
  • D. Ruhrverband
    Ruhrverband is a German water management association responsible for operating reservoirs, dams, and water infrastructure in the Ruhr river basin.
  • E. Innenstadt (Cologne)
    Innenstadt (Cologne) is the central urban district of Cologne, Germany, encompassing the historic core, major commercial areas, and many of the city’s key cultural and administrative landmarks.
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8bf5adc81908c862b75053dd8f1 completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257fe0e348190b55fbd38e21cff7c completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d2594b5e5081908f7cc4af4d10b4a8 completed April 5, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69d25a30ad98819084dcd305e709c34d completed April 5, 2026, 12:48 p.m.
Created at: March 30, 2026, 8:49 p.m.