AGENT ACTION MAP
================
Steps captured: 19
LangGraph timed steps: 10

INVESTIGATOR SIGNALS
--------------------
  +-- Summary
      Field resolution: 3 found, 7 unknown, 0 pending (10 core fields)
      Source-backed found values: 3 (across 12 tracked fields)
      Unresolved focus: education_level, education_institution, education_field, disability...
      Risk signal: LOW_EVIDENCE_FINAL_ANSWER

WHAT HAPPENED OVERALL
---------------------
  +-- Summary
      Human prompts: 1
      AI turns: 7 tool-call turn(s), 1 answer turn(s)
      Tool results: 11 total (Tool OpenWebpage=3, Tool Search...date_plan=2, Tool wikipedia=1)
      Structured terminal answer emitted
      Plan status: Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
      Anomalies: 1 flagged step(s) (LOW_EVIDENCE_FINAL_ANSWER..._RESULT=0, OFF_TOPIC_RESULT=0)

START
  +-- [PLAN] Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
  +-- [LANGGRAPH] Node aggregates (minutes, tokens, count)
      tools: 2.5510m (tok=0, n=4)
      agent: 0.3599m (tok=15564, n=4)
      planner: 0.1593m (tok=1664, n=1)
      finalize: 0.1020m (tok=8868, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #09 tools: 1.6781m (tok=0)
      #05 tools: 0.4349m (tok=0)
      #07 tools: 0.4249m (tok=0)
      #02 agent: 0.1979m (tok=1964)
      #01 planner: 0.1593m (tok=1664)
  +-- [TIMING] wall=3.0133m nodes=3.1721m delta=-0.1588m (overlap likely)
  +-- [01] Submitted task prompt
      by: Human
      tok: in=0 out=0 total=0
      min: n/a
      detail: TASK OVERVIEW: You are a search-enabled research agent specializing in biographical...
  +-- [02] Requested 2 tool calls (update_plan, wikipedia)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: update_plan(status=in_progress, step_id=1) | wikipedia(query=Kim Han-gil)
  +-- [03] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 1 updated to 'in_progress'
  +-- [04] Returned result
      by: Tool wikipedia
      tok: in=0 out=0 total=0
      min: n/a
      detail: Page: Kim Han-gil Summary: Kim Han-gil (Korean: 김한길; born 17 September 1953) is a S...
  +-- [05] Requested 3 tool calls (save_finding, Search)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: save_finding(finding=birth_year = 1953 (source:...ki/Ki...th Korea politician biogr...
  +-- [06] Returned 2 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: birth_year = 1953 (source: https:/...ikipedia.org/wiki/Kim_Han...
  +-- [07] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> KimHan-gil(Korean: 김한길;...생애 </URL> __END_OF_SOURCE...
  +-- [08] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: OpenWebpage(url=https://en.wikipedia.org/wiki/Kim_Han-gil)
  +-- [09] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://en.wikipedia.org/wiki/Kim_Han-gil Final UR...] Log in Personal tools D...
  +-- [10] Requested 1 tool call (Search)
      by: AI
      tok: in=1658 out=306 total=1964
      min: 0.1979m
      detail: Search(query=Kim Han-gil education university degree S...)
  +-- [11] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> KimHan-gil(Korean: 김한길;...한길 </URL> __END_OF_SOURCE...
  +-- [12] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=2319 out=294 total=2613
      min: 0.0483m
      detail: OpenWebpage(url=https://wiki2.org/en/Kim_Han-gil)
  +-- [13] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://wiki2.org/en/Kim_Han-gil Final URL: https:...e same Wikipedia. Just be...
  +-- [14] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=4506 out=167 total=4673
      min: 0.0441m
      detail: update_plan(status=in_progress, step_id=2) | Search(que...o.kr "Kim Han-gil" educat...
  +-- [15] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 2 updated to 'in_progress'
  +-- [16] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Title: https://www.asse...3E </URL> __END_OF_SOURCE...
  +-- [17] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=5807 out=507 total=6314
      min: 0.0697m
      detail: OpenWebpage(url=https://www.assembly.go.kr...1st/KIMYOUNGSUN)
  +-- [18] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.assembly.go.kr/members/21st/KIMYOUNGSU... 페이스북 유튜브 X 인스타그램 RSS 21대...
  +-- [19] Produced structured answer
      by: AI
      tok: in=7842 out=1026 total=8868
      min: 0.1020m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n...r_below_policy_threshold(...
END