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.