AGENT ACTION MAP
================
Steps captured: 33
LangGraph timed steps: 26

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: 13 tool-call turn(s), 1 answer turn(s)
      Tool results: 21 total (Tool Search=8, 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=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: 4.0462m (tok=0, n=12)
      agent: 0.8979m (tok=80762, n=12)
      planner: 0.1551m (tok=1643, n=1)
      finalize: 0.1501m (tok=15043, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #19 tools: 1.2128m (tok=0)
      #25 tools: 0.7899m (tok=0)
      #05 tools: 0.6057m (tok=0)
      #15 tools: 0.4733m (tok=0)
      #07 tools: 0.4210m (tok=0)
  +-- [TIMING] wall=5.0969m nodes=5.2493m delta=-0.1524m (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=Nona Mamulashvili)
  +-- [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: Nona Mamulashvili Summary: Nona Mamulashvili (Georgian: ნონა მამულაშვილი; bor...
  +-- [05] Requested 2 tool calls (save_finding, Search)
      by: AI
      tok: in=1665 out=248 total=1913
      min: 0.1840m
      detail: save_finding(finding=birth_year = 1977 (source:...a_Mam...li biography education oc...
  +-- [06] Returned result
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: birth_year = 1977 (source: https:/...ia.org/wiki/Nona_Mamulash...
  +-- [07] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> NonaMamulashvili(Georgi...low </URL> __END_OF_SOURC...
  +-- [08] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=2223 out=190 total=2413
      min: 0.0429m
      detail: OpenWebpage(url=https://www.hks.harvard.ed...na-mamulashvili)
  +-- [09] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.hks.harvard.edu/about/nona-mamulashvil...Executive Education Admis...
  +-- [10] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=4111 out=173 total=4284
      min: 0.0427m
      detail: OpenWebpage(url=https://parliament.ge/en/p.../2499/biography)
  +-- [11] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://parliament.ge/en/parliament-members/2499/b...n/legislation/reglament] ...
  +-- [12] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=4754 out=67 total=4821
      min: 0.0341m
      detail: OpenWebpage(url=https://www.asiaglobalinst...na-mamulashvili)
  +-- [13] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.asiaglobalinstitute.hku.hk/agf/fellows...fied, title:one moment, p...
  +-- [14] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=4955 out=86 total=5041
      min: 0.0212m
      detail: OpenWebpage(url=https://cbw.ge/business/no...-program-fellow)
  +-- [15] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://cbw.ge/business/nona-mamulashvili-chairwom... https://cbw.ge/category/...
  +-- [16] Requested 1 tool call (Search)
      by: AI
      tok: in=5638 out=124 total=5762
      min: 0.0376m
      detail: Search(query=Nona Mamulashvili LinkedIn education PhD ...)
  +-- [17] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> NonaMamulashvili(Georgi...ili </URL> __END_OF_SOURC...
  +-- [18] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=5610 out=521 total=6131
      min: 0.0655m
      detail: update_plan(status=in_progress, step_id=2) | Search(que....ge "Nona Mamulashvili" b...
  +-- [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> ნაჩვენებია 0 შედეგი, სა...eba </URL> __END_OF_SOURC...
  +-- [21] Requested 1 tool call (Search)
      by: AI
      tok: in=6018 out=569 total=6587
      min: 0.0636m
      detail: Search(query=ნონა მამულაშვილი ბიოგრაფია დაბადების ადგილი)
  +-- [22] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> სქოლიო „ქართველი პარლამ...ml </URL> __END_OF_SOURCE...
  +-- [23] Requested 1 tool call (Search)
      by: AI
      tok: in=7017 out=580 total=7597
      min: 0.0656m
      detail: Search(query=site:declaration.gov.ge "ნონა მამულაშვილი")
  +-- [24] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Title: Declaration. Feb.../en </URL> __END_OF_SOURC...
  +-- [25] Requested 5 tool calls (save_finding, Search)
      by: AI
      tok: in=9500 out=1143 total=10643
      min: 0.1243m
      detail: save_finding(finding=education_level = PhD (sou...a-mam... მამულაშვილი დაბადების ად...
  +-- [26] Returned 4 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: education_level = PhD (source: htt...bout/people/nona-mamulash...
  +-- [27] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> ნონამამულაშვილს საპარლა...ct </URL> __END_OF_SOURCE...
  +-- [28] Requested 1 tool call (Search)
      by: AI
      tok: in=11309 out=1287 total=12596
      min: 0.1259m
      detail: Search(query=ნონა მამულაშვილი დაბადების ადგილი site:np...)
  +-- [29] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> საქართველოს პარლამენტი,...32 </URL> __END_OF_SOURCE...
  +-- [30] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=12195 out=779 total=12974
      min: 0.0904m
      detail: update_plan(status=in_progress, step_id=2) | Search(que...n.gov.ge "ნონა მამულაშვილ...
  +-- [31] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 2 updated to 'in_progress'
  +-- [32] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Title: ThaiRestaurantTh...MA </URL> __END_OF_SOURCE...
  +-- [33] Produced structured answer
      by: AI
      tok: in=13476 out=1567 total=15043
      min: 0.1501m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n...r_below_policy_threshold(...
END