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diff --git a/sharness/__snapshots__/example-github-load/data/sourcecred/example-github/pagerankGraph.json b/sharness/__snapshots__/example-github-load/data/sourcecred/example-github/pagerankGraph.json
deleted file mode 100644
index 37b995b..0000000
--- a/sharness/__snapshots__/example-github-load/data/sourcecred/example-github/pagerankGraph.json
+++ /dev/null
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deleted file mode 100644
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--- a/sharness/__snapshots__/example-github-load/data/sourcecred/example-github/timestamps.json
+++ /dev/null
@@ -1 +0,0 @@
-{"N\u0000sourcecred\u0000git\u0000COMMIT\u00000a223346b4e6dec0127b1e6aa892c4ee0424b66a\u0000":1519807427000,"N\u0000sourcecred\u0000git\u0000COMMIT\u00006bd1b4c0b719c22c688a74863be07a699b7b9b34\u0000":1536806901000,"N\u0000sourcecred\u0000git\u0000COMMIT\u00006d5b3aa31ebb68a06ceb46bbd6cf49b6ccd6f5e6\u0000":1519878354000,"N\u0000sourcecred\u0000git\u0000COMMIT\u0000c430bd74455105f77215ece51945094ceeee6c86\u0000":1536788634000,"N\u0000sourcecred\u0000git\u0000COMMIT\u0000ec91adb718a6045b492303f00d8e8beb957dc780\u0000":1519807271000,"N\u0000sourcecred\u0000git\u0000COMMIT\u0000ecc889dc94cf6da17ae6eab5bb7b7155f577519d\u0000":1519807329000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u000011\u0000420811872\u0000":1536789545000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u000011\u0000420813013\u0000":1536789813000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u000011\u0000420813206\u0000":1536789858000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u000011\u0000420813621\u0000":1536789965000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000373768703\u0000":1521217693000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000373768850\u0000":1521217725000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000385576185\u0000":1525137909000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000385576220\u0000":1525137925000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000385576248\u0000":1525137939000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000385576273\u0000":1525137951000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000385576920\u0000":1525138231000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000385576936\u0000":1525138238000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00006\u0000373768442\u0000":1521217642000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00006\u0000373768538\u0000":1521217661000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00006\u0000385223316\u0000":1524973307000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000ISSUE\u0000sourcecred\u0000example-github\u00006\u0000417104047\u0000":1535576390000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000PULL\u0000sourcecred\u0000example-github\u00003\u0000369162222\u0000":1519807420000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000PULL\u0000sourcecred\u0000example-github\u00005\u0000396430464\u0000":1528764380000,"N\u0000sourcecred\u0000github\u0000COMMENT\u0000REVIEW\u0000sourcecred\u0000example-github\u00005\u0000100313899\u0000171460198\u0000":1519878210000,"N\u0000sourcecred\u0000github\u0000COMMIT\u0000MDY6Q29tbWl0MTIzMjU1MDA2OjBhMjIzMzQ2YjRlNmRlYzAxMjdiMWU2YWE4OTJjNGVlMDQyNGI2NmE=\u0000":null,"N\u0000sourcecred\u0000github\u0000COMMIT\u0000MDY6Q29tbWl0MTIzMjU1MDA2OjZiZDFiNGMwYjcxOWMyMmM2ODhhNzQ4NjNiZTA3YTY5OWI3YjliMzQ=\u0000":null,"N\u0000sourcecred\u0000github\u0000COMMIT\u0000MDY6Q29tbWl0MTIzMjU1MDA2OjZkNWIzYWEzMWViYjY4YTA2Y2ViNDZiYmQ2Y2Y0OWI2Y2NkNmY1ZTY=\u0000":null,"N\u0000sourcecred\u0000github\u0000COMMIT\u0000MDY6Q29tbWl0MTIzMjU1MDA2OmM0MzBiZDc0NDU1MTA1Zjc3MjE1ZWNlNTE5NDUwOTRjZWVlZTZjODY=\u0000":null,"N\u0000sourcecred\u0000github\u0000COMMIT\u0000MDY6Q29tbWl0MTIzMjU1MDA2OmVjOTFhZGI3MThhNjA0NWI0OTIzMDNmMDBkOGU4YmViOTU3ZGM3ODA=\u0000":null,"N\u0000sourcecred\u0000github\u0000COMMIT\u0000MDY6Q29tbWl0MTIzMjU1MDA2OmVjYzg4OWRjOTRjZjZkYTE3YWU2ZWFiNWJiN2I3MTU1ZjU3NzUxOWQ=\u0000":null,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u00001\u0000":1519807088000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u000010\u0000":1530297021000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u000011\u0000":1536789479000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u000012\u0000":1536878086000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u000013\u0000":1536878137000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u00002\u0000":1519807129000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u00004\u0000":1519807454000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u00006\u0000":1521217624000,"N\u0000sourcecred\u0000github\u0000ISSUE\u0000sourcecred\u0000example-github\u00007\u0000":15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\ No newline at end of file
diff --git a/src/cli/load.js b/src/cli/load.js
index 74ecd62..9862df9 100644
--- a/src/cli/load.js
+++ b/src/cli/load.js
@@ -4,6 +4,7 @@
 import mkdirp from "mkdirp";
 import path from "path";
 
+import fs from "fs-extra";
 import stringify from "json-stable-stringify";
 import * as RepoIdRegistry from "../core/repoIdRegistry";
 import {repoIdToString, stringToRepoId, type RepoId} from "../core/repoId";
@@ -12,10 +13,6 @@ import type {Command} from "./command";
 import * as Common from "./common";
 import {loadGraph, type LoadGraphResult} from "../analysis/loadGraph";
 import {type IBackendAdapterLoader} from "../analysis/analysisAdapter";
-import {
-  createTimestampMap,
-  writeTimestampMap,
-} from "../analysis/temporal/timestampMap";
 
 import execDependencyGraph from "../tools/execDependencyGraph";
 import {loadGithubData} from "../plugins/github/loadGithubData";
@@ -170,7 +167,7 @@ export function makeLoadCommand(
   };
 }
 
-export type SaveTimestamps = (
+export type SaveGraph = (
   $ReadOnlyArray<IBackendAdapterLoader>,
   RepoId
 ) => Promise<void>;
@@ -178,11 +175,11 @@ export type SaveTimestamps = (
 /**
  * A wrapper around the default plugin loader.
  *
- * We wrap so that we can dependency inject saveTimestamps for testability.
- * (saveTimestamps depends on the directory state that's generated by running
+ * We wrap so that we can dependency inject saveGraph for testability.
+ * (saveGraph depends on the directory state that's generated by running
  * load.)
  */
-export const makeLoadDefaultPlugins = (saveTimestamps: SaveTimestamps) => {
+export const makeLoadDefaultPlugins = (saveGraph: SaveGraph) => {
   return async (options: LoadOptions) => {
     const sourcecredCommand = (args) => [
       process.execPath,
@@ -212,33 +209,7 @@ export const makeLoadDefaultPlugins = (saveTimestamps: SaveTimestamps) => {
       throw new Error("Load tasks failed.");
     }
     addToRepoIdRegistry(options.output);
-    await saveTimestamps(defaultAdapterLoaders(), options.output);
-    // HACK: Logically, we should have the PagerankTask be included in the
-    // first execDependencyGraph run, depending on the other tasks completing.
-    //
-    // However, running pagerank depends on loading the graph
-    // (analysis/loadGraph), which depends on the relevant repo being present
-    // in the RepoIdRegistry. And it is only in the RepoIdRegistry after the
-    // call to execDependencyGraph has been successful.
-    //
-    // As a simple hack, we just call execDependencyGraph again with the
-    // pagerank command after the first one has been successful. This does have
-    // the awkward effect that CLI users will see two blocks of "task: SUCCESS"
-    // information from execDependencyGraph.
-    const pagerankTask = {
-      id: "run-pagerank",
-      cmd: sourcecredCommand(["pagerank", repoIdToString(options.output)]),
-      deps: [],
-    };
-    const {success: pagerankSuccess} = await execDependencyGraph(
-      [pagerankTask],
-      {
-        taskPassLabel: "DONE",
-      }
-    );
-    if (!pagerankSuccess) {
-      throw new Error("Pagerank task failed.");
-    }
+    await saveGraph(defaultAdapterLoaders(), options.output);
     return;
   };
 };
@@ -289,14 +260,10 @@ function addToRepoIdRegistry(repoId) {
 }
 
 /**
- * Load timestamp data for every node in the serialized graph,
- * then write the timestamps to disk.
- *
- * Note: This function calls well-tested code, but is not itself tested, except
- * by the sharness load snapshot test.
+ * Load the graph (really generate it by merging from the plugins) and then save to disk.
  * Modify with caution.
  */
-export async function saveTimestamps(
+export async function saveGraph(
   adapterLoaders: $ReadOnlyArray<IBackendAdapterLoader>,
   repoId: RepoId
 ) {
@@ -309,14 +276,14 @@ export async function saveTimestamps(
     throw new Error(`Unable to load graph: ${stringify(loadGraphResult)}`);
   }
   const {graph} = loadGraphResult;
-  // We load all the adapters twice (once in loadGraph, once here).
-  // Could de-duplicate, but it's marginal overhead compared to loading the data.
-  const adapters = await Promise.all(
-    adapterLoaders.map((a) => a.load(Common.sourcecredDirectory(), repoId))
+  const graphFile = path.join(
+    Common.sourcecredDirectory(),
+    "data",
+    repoIdToString(repoId),
+    "graph.json"
   );
-  const nodeAddresses = Array.from(graph.nodes());
-  const timestampMap = createTimestampMap(nodeAddresses, adapters);
-  writeTimestampMap(timestampMap, Common.sourcecredDirectory(), repoId);
+  const graphJSON = graph.toJSON();
+  await fs.writeFile(graphFile, stringify(graphJSON));
 }
 
 export const help: Command = async (args, std) => {
@@ -329,7 +296,7 @@ export const help: Command = async (args, std) => {
   }
 };
 
-const loadDefaultPlugins = makeLoadDefaultPlugins(saveTimestamps);
+const loadDefaultPlugins = makeLoadDefaultPlugins(saveGraph);
 const load = makeLoadCommand(loadIndividualPlugin, loadDefaultPlugins);
 
 export default load;
diff --git a/src/cli/load.test.js b/src/cli/load.test.js
index 9f12815..08ec440 100644
--- a/src/cli/load.test.js
+++ b/src/cli/load.test.js
@@ -474,7 +474,7 @@ describe("cli/load", () => {
         output: fooCombined,
         repoIds: [fooBar, fooBaz],
       });
-      expect(execDependencyGraph).toHaveBeenCalledTimes(2);
+      expect(execDependencyGraph).toHaveBeenCalledTimes(1);
       const loadTasks = execDependencyGraph.mock.calls[0][0];
       expect(loadTasks).toHaveLength(["git", "github"].length);
       expect(loadTasks.map((task) => task.id)).toEqual(
@@ -496,29 +496,6 @@ describe("cli/load", () => {
       }
     });
 
-    it("creates a pagerank task after load is successful", async () => {
-      execDependencyGraph.mockResolvedValue({success: true});
-      await loadDefaultPlugins({
-        output: fooCombined,
-        repoIds: [fooBar, fooBaz],
-      });
-      expect(execDependencyGraph).toHaveBeenCalledTimes(2);
-      const pagerankTasks = execDependencyGraph.mock.calls[1][0];
-      expect(pagerankTasks).toHaveLength(1);
-      const task = pagerankTasks[0];
-      expect(task).toEqual({
-        id: "run-pagerank",
-        deps: [],
-        cmd: [
-          expect.stringMatching(/\bnode\b/),
-          expect.stringMatching(/--max_old_space_size=/),
-          process.argv[1],
-          "pagerank",
-          "foo/combined",
-        ],
-      });
-    });
-
     it("updates RepoIdRegistry on success", async () => {
       const directory = newSourcecredDirectory();
       expect(RepoIdRegistry.getRegistry(directory)).toEqual(
@@ -538,16 +515,16 @@ describe("cli/load", () => {
       expect(RepoIdRegistry.getRegistry(directory)).toEqual(expectedRegistry);
     });
 
-    it("calls saveTimestamps on success", async () => {
-      const saveTimestamps = jest.fn();
-      const loadDefaultPlugins = makeLoadDefaultPlugins(saveTimestamps);
+    it("calls saveGraph on success", async () => {
+      const saveGraph = jest.fn();
+      const loadDefaultPlugins = makeLoadDefaultPlugins(saveGraph);
       execDependencyGraph.mockResolvedValue({success: true});
       await loadDefaultPlugins({
         output: fooCombined,
         repoIds: [fooBar, fooBaz],
       });
-      expect(saveTimestamps).toHaveBeenCalledTimes(1);
-      expect(saveTimestamps).toHaveBeenCalledWith(
+      expect(saveGraph).toHaveBeenCalledTimes(1);
+      expect(saveGraph).toHaveBeenCalledWith(
         defaultAdapterLoaders(),
         fooCombined
       );
@@ -562,16 +539,5 @@ describe("cli/load", () => {
 
       expect(result).rejects.toThrow("Load tasks failed.");
     });
-
-    it("throws an pagerank error on second execDependencyGraph failure", async () => {
-      execDependencyGraph.mockResolvedValueOnce({success: true});
-      execDependencyGraph.mockResolvedValueOnce({success: false});
-      const result = loadDefaultPlugins({
-        output: fooCombined,
-        repoIds: [fooBar, fooBaz],
-      });
-
-      expect(result).rejects.toThrow("Pagerank task failed.");
-    });
   });
 });