AGENT ACTION MAP
================
Steps captured: 21
LangGraph timed steps: 10

INVESTIGATOR SIGNALS
--------------------
  +-- Summary
      Field resolution: 2 found, 8 unknown, 0 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: 8 tool-call turn(s), 1 answer turn(s)
      Tool results: 15 total (Tool save_finding=5, Tool OpenW... Search=4, Tool update_plan=2)
      Structured terminal answer emitted
      Plan status: Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
      Anomalies: 5 flagged step(s) (EMPTY_RESULT=4, LOW_EVIDE..._RESULT=1, OFF_TOPIC_RESULT=0)

START
  +-- [PLAN] Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
  +-- [LANGGRAPH] Node aggregates (minutes, tokens, count)
      tools: 1.8952m (tok=0, n=4)
      agent: 0.4323m (tok=19898, n=4)
      planner: 0.2076m (tok=2294, n=1)
      finalize: 0.1569m (tok=9288, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #07 tools: 0.7636m (tok=0)
      #05 tools: 0.6479m (tok=0)
      #09 tools: 0.4174m (tok=0)
      #02 agent: 0.2414m (tok=1930)
      #01 planner: 0.2076m (tok=2294)
  +-- [TIMING] wall=2.4848m nodes=2.6920m delta=-0.2072m (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, Search)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: update_plan(status=in_progress, step_id=1) | Search(que...kraine politician Servant...
  +-- [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 Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> TheVerkhovna Rada voted...tml </URL> __END_OF_SOURC...
  +-- [05] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: OpenWebpage(url=https://ukranews.com/en/ne...-party-kolisnyk)
  +-- [06] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      flag: EMPTY_RESULT
      detail: URL: https://ukranews.com/en/news/1112477-rada-early-te...loudflare, title:just a m...
  +-- [07] Requested 1 tool call (Search)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: Search(query=Анна Колісник біографія Чесно)
  +-- [08] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> АннаСергіївнаКолісник(н...ia </URL> __END_OF_SOURCE...
  +-- [09] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: OpenWebpage(url=https://itd.rada.gov.ua/mps/info/page/21144)
  +-- [10] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://itd.rada.gov.ua/mps/info/page/21144 Final ....gov.ua/body/main/vr-mps/...
  +-- [11] Requested 6 tool calls (save_finding, Search)
      by: AI
      tok: in=1658 out=272 total=1930
      min: 0.2414m
      detail: save_finding(finding=birth_year = 1994 (source:...Анна_...du.com "Анна Колісник" бі...
  +-- [12] Returned 5 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      flag: EMPTY_RESULT
      detail: Saved to scratchpad: birth_year = 1994 (source: https:/.../wiki/Колісник_Анна_Сергі...
  +-- [13] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      flag: EMPTY_RESULT
      detail: __START_OF_SOURCE 1__ <CONTENT> Анна Колісник, членкиня...nyk </URL> __END_OF_SOURC...
  +-- [14] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=3624 out=181 total=3805
      min: 0.0262m
      detail: OpenWebpage(url=https://sluga-narodu.com/d...s/anna-kolisnyk)
  +-- [15] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://sluga-narodu.com/deputies/anna-kolisnyk Fi...rodu.com/kontakty/] Підтр...
  +-- [16] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=5504 out=833 total=6337
      min: 0.0924m
      detail: update_plan(status=in_progress, step_id=2) | Search(que... "Анна Колісник" професій...
  +-- [17] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 2 updated to 'in_progress'
  +-- [18] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      flag: EMPTY_RESULT
      detail: __START_OF_SOURCE 1__ <CONTENT> Як працювали народні де...ons </URL> __END_OF_SOURC...
  +-- [19] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=7292 out=534 total=7826
      min: 0.0724m
      detail: OpenWebpage(url=https://www.fair.org.ua/an...ntskyh-kuluariv)
  +-- [20] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.fair.org.ua/anna-kolisnyk-biografiya-v...hky-v-klyari-hrustka-zaku...
  +-- [21] Produced structured answer
      by: AI
      tok: in=7513 out=1775 total=9288
      min: 0.1569m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n...licy_demotion_unverified(...
END