diff --git a/lib/ofac/data-parser.js b/lib/ofac/data-parser.js
index 18014222..7bd74fe9 100644
--- a/lib/ofac/data-parser.js
+++ b/lib/ofac/data-parser.js
@@ -50,8 +50,7 @@ const processDocumentedNamePart = _.curry((groupTypes, namePartNode) => {
   const typeId = groupTypes.get(groupId)
   const partName = partNames.get(typeId)
   const value = _.lowerCase(valueNode.$text)
-  const words = nameUtils.makeWords(value)
-  return {partName, value, words}
+  return {partName, value}
 })
 
 const isLatin = _.matchesProperty(['$', 'DocNameStatusID'], PRIMARY_LATIN)
@@ -68,12 +67,14 @@ const processAlias = _.curry((groupTypes, aliasNode) => {
     return
   }
 
+  const id = latinNameNode.$.ID
   const namePartNodes = latinNameNode.DocumentedNamePart
   const parts = _.map(getNamePart, namePartNodes)
 
   const fullName = nameUtils.makeFullName(parts)
+  const words = nameUtils.makeWords(fullName)
 
-  return {parts, fullName}
+  return {id, parts, fullName, words}
 })
 
 // birth date
@@ -121,10 +122,11 @@ function processProfile (profileNode) {
   if (_.isEmpty(aliases)) return
 
   const birthDatePeriods = mapCompact(processFeature, profileNode.Feature)
-  const individual = {aliases, birthDatePeriods}
+  const individual = {id, aliases, birthDatePeriods}
 
   debug_log(individual)
-  return [id, individual]
+
+  return individual
 }
 
 function promiseParseDocument (source) {
@@ -146,6 +148,7 @@ function promiseParseDocument (source) {
     xml.collect('MasterNamePartGroup')
 
     const individuals = []
+
     const collectResult = result => result && individuals.push(result)
     xml.on('updateElement: Profile', _.flow(processProfile, collectResult))
 
@@ -155,14 +158,79 @@ function promiseParseDocument (source) {
 
 const readdir = util.promisify(fs.readdir)
 
+// const {id, individual, words} = result
+//
+// const individualEntry = [id, individual]
+// individuals.push(individualEntry)
+//
+// const phoneticWithWord = pair => {
+//   const [word, phonetics] = pair
+//   const makeEntry = phonetic => ({word, phonetic, individualId: id})
+//   return _.map(makeEntry, phonetics)
+// }
+//
+// const phoneticEntries = _.flatten(_.map(phoneticWithWord, words))
+// allPhonetics.push(...phoneticEntries)
+
+const mapAliases = _.curry((iteratee, individuals) => {
+  const foreachIndividual = individual => {
+    const {id, aliases} = individual
+    return _.map(alias => iteratee(id, alias), aliases)
+  }
+  return _.flatten(_.map(foreachIndividual, individuals))
+})
+
+
+const getPhoneticEntries = (individualId, alias) => {
+  const pairPhoneticsWithWords = word => {
+    const {value, phonetics} = word
+    const makeEntry = phonetic => ({value, phonetic, aliasId: alias.id})
+    return _.map(makeEntry, phonetics)
+  }
+  return _.flatten(_.map(pairPhoneticsWithWords, alias.words))
+}
+
+const producePhoneticMap = _.flow(
+  mapAliases(getPhoneticEntries),
+  _.flatten,
+  _.groupBy(_.get('phonetic')),
+  _.mapValues(_.map(_.pick(['value', 'aliasId']))),
+  _.toPairs,
+  entries => new Map(entries)
+)
+
+
+const getWords = (individualId, alias) => {
+  const pairWordsWithIds = word => ({value: word.value, aliasId: alias.id})
+  return _.map(pairWordsWithIds, alias.words)
+}
+
+const produceWordList = _.flow(
+  mapAliases(getWords),
+  _.flatten,
+  _.groupBy(_.get('value')),
+  _.mapValues(_.map(_.get('aliasId'))),
+  _.toPairs,
+  _.map(_.zipObject(['value', 'aliasIds']))
+)
+
 const combineAndDedupe = _.flow(
   _.flatten,
   _.compact,
-  _.uniqBy(_.first),
-  _.map(_.last)
+  _.uniqBy(_.get('id')),
+  individuals => {
+    const getIdPairs = (individualId, alias) => [alias.id, individualId]
+    const idPairs = mapAliases(getIdPairs, individuals)
+    const aliasToIndividual = new Map(idPairs)
+
+    const phoneticMap = producePhoneticMap(individuals)
+    const wordList = produceWordList(individuals)
+
+    return {individuals, aliasToIndividual, phoneticMap, wordList}
+  }
 )
 
-function parseList () {
+function produceStructs () {
   // NOTE: Not sure how you push code updates to existing clients. This problem
   // might pop up if new code is pushed, without re-doing setup.
   if (!OFAC_DATA_DIR) {
@@ -175,4 +243,4 @@ function parseList () {
   .then(combineAndDedupe)
 }
 
-module.exports = {parseList}
+module.exports = {produceStructs}
diff --git a/lib/ofac/index.js b/lib/ofac/index.js
index 759b4674..d640155f 100644
--- a/lib/ofac/index.js
+++ b/lib/ofac/index.js
@@ -5,12 +5,12 @@ const _ = require('lodash/fp')
 
 const debug_log = require('../pp')(__filename) // KOSTIS TODO: remove
 
-let individuals = null
+let structs = null
 
 function load () {
-  return dataParser.parseList()
-  .then(list => {
-    individuals = Array.from(list)
+  return dataParser.produceStructs()
+  .then(result => {
+    structs = result
   })
 }
 
@@ -111,7 +111,7 @@ function makeCompatible (nameParts) {
 }
 
 function match (nameParts, birthDateString) {
-  if (!individuals) {
+  if (!structs) {
     const message = 'The OFAC data sources have not been loaded yet.'
     return Promise.reject(new Error(message))
   }
@@ -132,7 +132,7 @@ function match (nameParts, birthDateString) {
   debug_log(candidate)
 
   const similarToCandidate = similarity(candidate)
-  const result = mapMax(similarToCandidate, individuals)
+  const result = mapMax(similarToCandidate, structs.individuals)
   console.log(result)
   return result
 }
diff --git a/lib/ofac/name-utils.js b/lib/ofac/name-utils.js
index 60e46e8d..f727fe0f 100644
--- a/lib/ofac/name-utils.js
+++ b/lib/ofac/name-utils.js
@@ -22,9 +22,9 @@ const makeFullName = _.flow(
 
 const makeWords = value => {
   const words = _.split(' ', value)
-  const phonetic = _.map(makePhonetic, words)
-  const props = _.zipAll([words, phonetic])
-  return _.map(_.zipObject(['value', 'phonetic']), props)
+  const phonetics = _.map(makePhonetic, words)
+  const pairs = _.zipAll([words, phonetics])
+  return _.map(_.zipObject(['value', 'phonetics']), pairs)
 }
 
 module.exports = {