Online Resources

The geoparser allows the user to choose from several different online gazetteers as the source authority against which to ground placenames. All except Geonames are hosted by Edina through the Unlock services; see The Edina Unlock Service chapter. In fact Unlock Places also maintains a mirror of Geonames but the geoparser is configured to go directly to the site.

When the pipeline is executed using the run command (see Running the Pipeline) the gazetteer to be used must be specified using the -g parameter. The complete set of six online gazetteer options is as follows:

  • Geonames, -g geonames - a world-wide gazetteer of over eight million placenames, made available free of charge.
  • OS, -g os - a detailed gazetteer of UK places, derived from the Ordnance Survey 1:50,000 scale gazetteer, under the OS Open Data initiative. The geoparser code adds
  • Natural Earth, -g naturalearth - a public domain vector and raster map collection of small scale (1:10m, 1:50m, 1:110m) mapping, built by the Natural Earth project.
  • Unlock, -g unlock - a comprehensive gazetteer mainly for the UK, using both OS and Natural Earth resources and augmented with major worldwide cities and countries. This is the default option on the Unlock Places service and combines all their gazetteers except DEEP.
  • DEEP, -g deep - a gazetteer of historical placenames in England, built by the DEEP project (Digital Exposure of English Placenames). See footnote [1] in the Quick Start Guide and Historical documents (relating to England) in Practical Examples.
  • Pleiades+, -g plplus - a gazetteer of the ancient Greek and Roman world, based on the Pleiades dataset and augmented with links to Geonames.

It may be necessary to experiment with different gazetteer options to see what works best with your text.


The Pleiades gazetteer of the classical Greek and Roman world was added to the geoparser’s resources as part of the GAP project in 2012-13. The version used was a snapshot of the Pleiades source dataset augmented with links to Geonames - this was dubbed Pleiades+. This static copy of the data is mirrored on Edina and available with the -g plplus option. A locally hosted copy of it at Edinburgh’s School of Informatics was used by GAP.

Too late for the GAP project, the Pleiades dataset has been considerably augmented and daily snapshots are now available - see the Pleiades data download page. The Pleiades+ project - to align ancient places with their modern equivalents in Geonames where possible - has also been extended, and also provides daily downloads from the Pleiades Plus Github site. The organising teams behind both of these developments have kindly agreed that other sites can mirror their datasets, and Edina and we (the Language Technology Group) are hoping to do that. If you are interested in using this data and would like to help us update the geoparser service for it, please get in touch.

We have experimented with setting up a local copy of the latest version of Pleiades and Pleiades+ privately on the LTG servers, and the scripts to allow the -g plplus-local option, which accesses this local copy, are included in the distribution as explained below.

Options for Local Gazetteers

The standard way to use the geoparser is by referring to an online gazetteer service, as described above. There may be circumstances in which a locally hosted gazetteer is preferable - for example if the online service is slow, for the multiple hits required by the pipeline. The Edinburgh Language Technology Group (LTG) have set up local gazetteers in this way and this section explains how to do it. If you decide to do it these models may be helpful to follow.

The advantages of hosting your gazetteer yourself are that access will typically be much faster so overall processing times are reduced, and you have complete control over the gazetteer so can correct errors or add new items. It may be necessary to have a local copy if your usage rates are so high that you exceed the limits placed by online services. The obvious disadavantage is that you create a maintenance burden for yourself, as you need to create and manage a database and write the software routines to interact with it.

The two local gazetteers we use are a local copy of Geonames and of Pleiades+. The setup of these is described below, as examples of how to go about the process. The code for these local gazetteers is included in the geoparser download bundle but it is not possible to access the local MySQL databases on our servers remotely, as they are not configured as public services.

Example Setup: Geonames

The Geonames service includes a download option with daily updates provided on their download server. The Geonames database is large - around 8 million main entries plus alternative name records - and the online service provides update files so that insertions and deletions can be applied to a local copy, without having to recreate and re-index the tables every day.

In the LTG we created a MySQL database to hold the Geonames dataset It has a simple structure comprising a main table named “geoname” with one row per place, and a linked subsidiary table named “alternatename” that holds one row for each alternative name for a given place in the main table. There is also a smaller table named “hierarchy” that allows a hierarchical tree of places located within larger places to be constructed.

The database can be created by downloading the relevant files from the Geonames download server: “”, “” and “”. Once unzipped, these can be imported into a MySQL database - set the character encoding to UTF-8 when you create the database:

create database geonames character set utf8 collate utf8_general_ci;

You will need to set up suitable access permissions and will probably also want to create indexes to speed query performance.

We keep our copy of the database up to date by running nightly cron jobs to download and apply changes. To make this easy, an extra set of tables is used: “updates_geoname”, “updates_alternatename”, “deletes_geoname”, “deletes_alternatename”. The steps are:

  1. Download the update files from the Geonames download server. These are named either “modifications” or “deletes” for the main table or the alternatename table, with a datestamp appended. Also download the hierarchy file.
  2. Load the modification and deletion data into the four holding tables (clearing these of previous data first).
  3. For the deletions, simply remove rows from “geoname” and “alternatename” that have a match in the holding tables for deletions.
  4. For the modifications, remove matching rows from “geoname” and “alternatename” and then insert the rows from the holding tables.
  5. Drop the hierarchy table then recreate and re-index it from the downloaded data.
  6. Log the transactions carried out, for reporting.

If you want to create a local copy of geonames for yourself there is a zip file of the database creation routine, daily update scripts and cron file here (html documentation only). The directory names would need to be tailored to your local setup. You may need to create a Geonames account name - see the Geonames website for details, as the policy seems to vary.

If a local copy of geonames is set up in this way then the -g geonames-local option can be used to access it with the geoparser; otherwise this option does not work. The gazlookup-geonames-local script must be edited to provide connection informaition for your local MySQL database. If the username is “pipeline”, with no password, then only the server location needs altering, as this is the default username in the script. The pipeline user should be set up as a read-only account, as the pipeline never alters data in the gazetteer. If the MySQL server is on the same machine as the pipeline is running, then the -h host parameter is not required. In this, the simplest case, the database connection string in the gazlookup-geonames-local scripts is:

lxmysql -u pipeline -d geonames

Example Setup: Pleiades+

In the same way that the “geonames-local” option only works if a local database is being maintained, -g plplus-local will work if and only if a local copy of Pleiades+ is created. This may be desirable because, at the time of writing, the Edina version is an out of date snapshot, and newer material is available as described above.

If a local version of Pleiades+ is created, then the relevant scripts included with the geoparser download bundle will be able to use it. In fact we have two versions: the one used for GAP and the newer version released in 2014. If you want to experiment with these, have a look at the gazlookup-plplus-OLDlocal (the GAP version) and gazlookup-plplus-NEWlocal scripts (the 2014 release). The -g plplus-local option is set to use the new version.

A bundle of scripts that may be helpful if you wish to set up your own local copy of the latest version of Pleiades and Pleiades+ is provided here (html documentation only). It includes routines for downloading the daily files and loading them into a database. These could easily be set up as cron jobs to refresh the database daily.

Note that the gazetteer lookup scripts to access a local pleiades database are at an experimental stage at present. The new database is much more complicated than that used by GAP and the queries take a bit longer, despite indexing. Also, there are a number of attributes provided by the full Pleiades dataset that could be used to refine the georesolution stage, but these alterations have not yet been attempted. As mentioned above, the LTG would welcome partners who would like to work with us on this.