Triple
T8180856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Munich city police |
E191055
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
Munich emergency medical services
Munich emergency medical services is the municipal pre-hospital care and ambulance system responsible for providing urgent medical response and transport within the city of Munich.
|
E716612
|
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: Munich emergency medical services | Statement: [Munich city police, cooperatesWith, Munich emergency medical services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Munich emergency medical services Context triple: [Munich city police, cooperatesWith, Munich emergency medical services]
-
A.
Munich city police
The Munich city police is the municipal law enforcement agency responsible for maintaining public order and safety in the city of Munich, operating under the broader Bavarian police structure.
-
B.
LMU Klinikum
LMU Klinikum is a major university hospital in Munich, Germany, serving as the clinical and research arm of Ludwig Maximilian University of Munich and providing comprehensive tertiary medical care.
-
C.
Munich (district)
Munich (district) is a rural administrative district (Landkreis) in Upper Bavaria, Germany, surrounding but not including the city of Munich and comprising numerous towns and municipalities such as Garching.
-
D.
Munich city council
The Munich city council is the elected legislative body responsible for governing the city of Munich, Germany, including making municipal laws, budgets, and policy decisions.
-
E.
Moscow emergency medical services
Moscow emergency medical services is the citywide ambulance and pre-hospital emergency care system serving residents and visitors across Moscow.
- 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: Munich emergency medical services Triple: [Munich city police, cooperatesWith, Munich emergency medical services]
Generated description
Munich emergency medical services is the municipal pre-hospital care and ambulance system responsible for providing urgent medical response and transport within the city of Munich.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Munich emergency medical services Target entity description: Munich emergency medical services is the municipal pre-hospital care and ambulance system responsible for providing urgent medical response and transport within the city of Munich.
-
A.
Munich city police
The Munich city police is the municipal law enforcement agency responsible for maintaining public order and safety in the city of Munich, operating under the broader Bavarian police structure.
-
B.
LMU Klinikum
LMU Klinikum is a major university hospital in Munich, Germany, serving as the clinical and research arm of Ludwig Maximilian University of Munich and providing comprehensive tertiary medical care.
-
C.
Munich (district)
Munich (district) is a rural administrative district (Landkreis) in Upper Bavaria, Germany, surrounding but not including the city of Munich and comprising numerous towns and municipalities such as Garching.
-
D.
Munich city council
The Munich city council is the elected legislative body responsible for governing the city of Munich, Germany, including making municipal laws, budgets, and policy decisions.
-
E.
Moscow emergency medical services
Moscow emergency medical services is the citywide ambulance and pre-hospital emergency care system serving residents and visitors across Moscow.
- 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_69ca82c4538081909404325aa5639483 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4ac012948190bb4e2448561692e6 |
completed | March 31, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf86f8848190a196f7c8d3ad2b36 |
completed | April 1, 2026, 6:47 a.m. |
| NEDg | Description generation | batch_69ccc315132c8190bb0ad49232ccc3b8 |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd87585148190a2d8b81ab352d123 |
completed | April 1, 2026, 8:33 a.m. |
Created at: March 30, 2026, 5:40 p.m.