AGENT ACTION MAP
================
Steps captured: 22
LangGraph timed steps: 14

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_institution, education_field, prior_occupation, disabilit...
      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: 17 total (Tool save_finding=7, Tool OpenW...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: 2.3462m (tok=0, n=6)
      agent: 0.4285m (tok=25470, n=6)
      finalize: 0.3792m (tok=13485, n=1)
      planner: 0.1788m (tok=1822, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #13 tools: 0.6925m (tok=0)
      #09 tools: 0.6867m (tok=0)
      #11 tools: 0.4698m (tok=0)
      #05 tools: 0.3982m (tok=0)
      #14 finalize: 0.3792m (tok=13485)
  +-- [TIMING] wall=3.1590m nodes=3.3327m delta=-0.1738m (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=Winston Peters)
  +-- [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: Winston Peters Summary: Winston Raymond Peters (born 11 April 1945) is a New ...
  +-- [05] Requested 2 tool calls (save_finding, OpenWebpage)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: save_finding(finding=birth_year = 1945 (source:...Winst...pedia.org/wiki/Winston_Pe...
  +-- [06] Returned result
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: birth_year = 1945 (source: https:/...pedia.org/wiki/Winston_Pe...
  +-- [07] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://en.wikipedia.org/wiki/Winston_Peters Final...] Log in Personal tools D...
  +-- [08] Requested 1 tool call (Search)
      by: AI
      tok: in=1657 out=304 total=1961
      min: 0.2126m
      detail: Search(query=Winston Peters birth place education prio...)
  +-- [09] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> WinstonRaymondPetersPC ...ers </URL> __END_OF_SOURC...
  +-- [10] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=2321 out=167 total=2488
      min: 0.0345m
      detail: OpenWebpage(query=early life education career occupatio...pedia.org/wiki/Winston_Pe...
  +-- [11] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://en.wikipedia.org/wiki/Winston_Peters Final...arly life and education [...
  +-- [12] Requested 1 tool call (Search)
      by: AI
      tok: in=3061 out=165 total=3226
      min: 0.0443m
      detail: Search(query=Winston Peters birth place university law...)
  +-- [13] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> In 1970Petersreturned t...df </URL> __END_OF_SOURCE...
  +-- [14] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=3392 out=71 total=3463
      min: 0.0203m
      detail: OpenWebpage(url=https://pubdef.lacounty.go...Winston19_2.pdf)
  +-- [15] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://pubdef.lacounty.gov/wp-content/uploads/201... to Division Chief and th...
  +-- [16] Requested 8 tool calls (update_plan, save_finding, Search)
      by: AI
      tok: in=6014 out=262 total=6276
      min: 0.0346m
      detail: update_plan(status=in_progress, step_id=2) | save_findi....nz "Winston Peters" biog...
  +-- [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 6 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: birth_place = Whangarei, New Zeala...ld-boys/rt-hon-winston-pe...
  +-- [19] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Rt HonWinston PetersWha...est </URL> __END_OF_SOURC...
  +-- [20] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=7250 out=806 total=8056
      min: 0.0821m
      detail: OpenWebpage(url=https://www3.parliament.nz.../peters-winston)
  +-- [21] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www3.parliament.nz/mi/mps-and-electorates/...05-cfij-443e-a40b-e1999f9...
  +-- [22] Produced structured answer
      by: AI
      tok: in=9185 out=4300 total=13485
      min: 0.3792m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"High School","education_level_sourc...r_below_policy_threshold(...
END