AGENT ACTION MAP
================
Steps captured: 21
LangGraph timed steps: 12

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, class_back...
      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: 12 total (Tool OpenWebpage=4, Tool Search...finding=2, Tool update_plan=2)
      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: 2.9592m (tok=0, n=5)
      agent: 0.3914m (tok=24906, n=5)
      finalize: 0.2804m (tok=11202, n=1)
      planner: 0.1654m (tok=1700, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #09 tools: 1.1251m (tok=0)
      #07 tools: 0.7158m (tok=0)
      #11 tools: 0.6010m (tok=0)
      #03 tools: 0.2997m (tok=0)
      #12 finalize: 0.2804m (tok=11202)
  +-- [TIMING] wall=3.6319m nodes=3.7965m delta=-0.1646m (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...aconi Bolivia MAS Beni bi...
  +-- [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> RamonaMoyeCamaconi, dip...rio </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://www.vicepresidenci...rlamentario=428)
  +-- [06] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.vicepresidencia.gob.bo/spip.php?page=p...c. en Ciencias de la Educ...
  +-- [07] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: OpenWebpage(url=https://www.vicepresidenci...rlamentario=609)
  +-- [08] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.vicepresidencia.gob.bo/spip.php?page=p...Mujeres - Sub Central Sé...
  +-- [09] Requested 3 tool calls (save_finding, Search)
      by: AI
      tok: in=1663 out=252 total=1915
      min: 0.1951m
      detail: save_finding(finding=birth_year = 1982 (source:...lamen...aconi biografia lugar de ...
  +-- [10] Returned 2 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: birth_year = 1982 (source: https:/...mentario&id_parlamentario...
  +-- [11] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> RamonaMoyeCamaconiis on...ne </URL> __END_OF_SOURCE...
  +-- [12] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=3479 out=158 total=3637
      min: 0.0387m
      detail: OpenWebpage(url=https://www.flickr.com/pho...N03/52180793916)
  +-- [13] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.flickr.com/photos/194792615@N03/521807...w.flickr.com/signup] ✨ Ge...
  +-- [14] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=4158 out=318 total=4476
      min: 0.0352m
      detail: update_plan(status=in_progress, step_id=2) | Search(que...maconi" biografía hoja de...
  +-- [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> Ramona Moye Camaconiis ...as= </URL> __END_OF_SOURC...
  +-- [17] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=6291 out=475 total=6766
      min: 0.0606m
      detail: OpenWebpage(url=https://www.noticiasfides....ificadas-390956)
  +-- [18] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.noticiasfides.com/nacional/politica/di...os-indigenas] Derechos hu...
  +-- [19] Requested 1 tool call (Search)
      by: AI
      tok: in=7664 out=448 total=8112
      min: 0.0619m
      detail: Search(query=site:oep.org.bo "Ramona Moye Camaconi")
  +-- [20] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Costa formalizó su denu...lle </URL> __END_OF_SOURC...
  +-- [21] Produced structured answer
      by: AI
      tok: in=7376 out=3826 total=11202
      min: 0.2804m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n...licy_demotion_unverified(...
END