AGENT ACTION MAP
================
Steps captured: 28
LangGraph timed steps: 18

INVESTIGATOR SIGNALS
--------------------
  +-- Summary
      Field resolution: 2 found, 5 unknown, 3 pending (10 core fields)
      Source-backed found values: 2 (across 12 tracked fields)
      Unresolved focus: education_level, education_institution, education_field, prior_occu...
      Risk signal: LOW_EVIDENCE_FINAL_ANSWER

WHAT HAPPENED OVERALL
---------------------
  +-- Summary
      Human prompts: 1
      AI turns: 11 tool-call turn(s), 1 answer turn(s)
      Tool results: 25 total (Tool Search=9, Tool save_findin...date_plan=3, 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=3, OFF_TOPIC_RESULT=0)

START
  +-- [PLAN] Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
  +-- [LANGGRAPH] Node aggregates (minutes, tokens, count)
      tools: 5.2086m (tok=0, n=8)
      agent: 0.6743m (tok=46725, n=8)
      finalize: 0.4447m (tok=14394, n=1)
      planner: 0.1733m (tok=1756, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #11 tools: 1.6668m (tok=0)
      #13 tools: 0.8695m (tok=0)
      #15 tools: 0.7962m (tok=0)
      #05 tools: 0.7450m (tok=0)
      #17 tools: 0.7352m (tok=0)
  +-- [TIMING] wall=6.3286m nodes=6.5009m delta=-0.1724m (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(...y=Leonid Slutsky (politic...
  +-- [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: Leonid Slutsky (politician) Summary: Leonid Eduardovich Slutsky ( SLOOT-ski; ...
  +-- [05] Requested 4 tool calls (save_finding, Search)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: save_finding(finding=birth_year = 1968 (source:...y_(po...ich Slutsky biography edu...
  +-- [06] Returned 3 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: birth_year = 1968 (source: https:/...i/Leonid_Slutsky_(politic...
  +-- [07] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> LeonidEduardovichSlutsk...ky </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/w...Leonid_Slutsky_)
  +-- [09] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://en.wikipedia.org/wiki/Leonid_Slutsky_ Fina...] Log in Personal tools D...
  +-- [10] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=1660 out=347 total=2007
      min: 0.2137m
      detail: OpenWebpage(url=https://en.wikipedia.org/w...ky_(politician))
  +-- [11] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://en.wikipedia.org/wiki/Leonid_Slutsky_(poli...] Log in Personal tools D...
  +-- [12] Requested 5 tool calls (save_finding)
      by: AI
      tok: in=2327 out=348 total=2675
      min: 0.0417m
      detail: save_finding(finding=birth_place = Moscow (sour...d-slu...sonas/slutsky), category=...
  +-- [13] Returned 5 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: birth_place = Moscow (source: http...crime.com/leonid-slutsky....
  +-- [14] Requested 1 tool call (Search)
      by: AI
      tok: in=4700 out=79 total=4779
      min: 0.0315m
      detail: Search(query="Leonid Slutsky" "United Russia")
  +-- [15] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Title: Russian State Du...846 </URL> __END_OF_SOURC...
  +-- [16] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=5246 out=1228 total=6474
      min: 0.1408m
      detail: OpenWebpage(url=https://iz.ru/en/node/1905846)
  +-- [17] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://iz.ru/en/node/1905846 Final URL: https://i... (status=403) Markers: bl...
  +-- [18] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=6965 out=404 total=7369
      min: 0.0494m
      detail: update_plan(status=in_progress, step_id=2) | Search(que...u "Слуцкий Леонид Эдуардо...
  +-- [19] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 2 updated to 'in_progress'
  +-- [20] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Архивировано 22 ноября ...194 </URL> __END_OF_SOURC...
  +-- [21] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=6123 out=497 total=6620
      min: 0.0490m
      detail: OpenWebpage(url=https://duma.gov.ru/duma/persons/99100776)
  +-- [22] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: {"ok":false,"tool":"OpenWebpage","error_type":"timeout"...null,"attempt":2,"attempt...
  +-- [23] Requested 3 tool calls (Search)
      by: AI
      tok: in=7030 out=731 total=7761
      min: 0.0789m
      detail: Search(query=Leonid Slutsky politician disability stat.... Эдуардович" инвалидность...
  +-- [24] Returned 3 results
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> LeonidEduardovich Sluts...ian </URL> __END_OF_SOURC...
  +-- [25] Requested 4 tool calls (update_plan, Search)
      by: AI
      tok: in=8481 out=559 total=9040
      min: 0.0694m
      detail: update_plan(status=in_progress, step_id=2) | Search(que... Эдуардович" биография "л...
  +-- [26] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 2 updated to 'in_progress'
  +-- [27] Returned 3 results
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Leonid Eduardovich Slut...108 </URL> __END_OF_SOURC...
  +-- [28] Produced structured answer
      by: AI
      tok: in=8989 out=5405 total=14394
      min: 0.4447m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n..., high_conflict_demotion(...
END