openaire-graph-docs/versioned_docs/version-5.2.0/graph-production-workflow/merge-by-id.md

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2023-08-17 10:10:24 +02:00
# Merge by id
In the metadata aggregation system it is common to find the same record provided by
different datasources and, sometimes, even inside the same datasource (especially in
case of aggregators). As the harmonisation processes are performed per datasource
contents, the relative records are the output of different mapping implementations.
This approach has the advantage to be deeply customisable to catch datasource specific
aspects, but it leaves room for inconsistencies when evaluating the different mappings
across the various datasources.
This phase is therefore responsible to compensate for such inconsistencies and performs
a global grouping of every record available in the graph:
- entities are grouped by [`id`](../data-model/entities/result#id)
- relations are grouped by [`source`, `target`, `reltype`](../data-model/relationships/relationship-object)
This ensures that the same record, possibly assigned to different types by different
mappings, appears only once in the graph and under a single typing. In case of clashing
identifiers, the properties are merged (including the provencance information), considering
the following precedence order for the result typing:
```
publication > dataset > software > other
```
The same holds for relationships, as the same (e.g.) DOI-to-DOI citation relation could
be aggregated from multiple sources, this grouping phase would collapse all the different
duplicates onto a single relation that would however include all the individual provenances.