AGENT ACTION MAP
================
Steps captured: 21
LangGraph timed steps: 16

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: 9 tool-call turn(s), 1 answer turn(s)
      Tool results: 10 total (Tool OpenWebpage=7, Tool Search=2, Tool update_plan=1)
      Structured terminal answer emitted
      Plan status: Plan steps: 4 total (1 completed, 0 in_progress, 3 pending)
      Anomalies: 1 flagged step(s) (LOW_EVIDENCE_FINAL_ANSWER..._RESULT=0, OFF_TOPIC_RESULT=0)

START
  +-- [PLAN] Plan steps: 4 total (1 completed, 0 in_progress, 3 pending)
  +-- [LANGGRAPH] Node aggregates (minutes, tokens, count)
      tools: 3.4602m (tok=0, n=7)
      agent: 0.4219m (tok=40750, n=7)
      finalize: 0.1737m (tok=9147, n=1)
      planner: 0.1406m (tok=1626, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #15 tools: 1.3219m (tok=0)
      #11 tools: 0.8412m (tok=0)
      #03 tools: 0.5646m (tok=0)
      #05 tools: 0.3953m (tok=0)
      #13 tools: 0.3003m (tok=0)
  +-- [TIMING] wall=4.0564m nodes=4.1964m delta=-0.1399m (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...argo Pumari Bolivia biogr...
  +-- [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> FloraLargoPumari00:00 D...ml </URL> __END_OF_SOURCE...
  +-- [05] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: OpenWebpage(url=https://www2.congreso.gob....$FILE/10697.pdf)
  +-- [06] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www2.congreso.gob.pe/sicr/cendocbib/con4_u...3-05-9 Impreso en Bolivia...
  +-- [07] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=1687 out=298 total=1985
      min: 0.1801m
      detail: OpenWebpage(query=Flora Largo Pumari, url=https://www2.congreso.gob....$FILE/10697....
  +-- [08] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www2.congreso.gob.pe/sicr/cendocbib/con4_u...............................
  +-- [09] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=3974 out=127 total=4101
      min: 0.0395m
      detail: OpenWebpage(query=Largo Pumari, Flora 274, url=https://...ngreso.gob....$FILE/10697...
  +-- [10] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www2.congreso.gob.pe/sicr/cendocbib/con4_u...............................
  +-- [11] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=5054 out=158 total=5212
      min: 0.0261m
      detail: OpenWebpage(query=Flora Largo Pumari nació estudió econ...ngreso.gob....$FILE/10697...
  +-- [12] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www2.congreso.gob.pe/sicr/cendocbib/con4_u...............................
  +-- [13] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=6069 out=171 total=6240
      min: 0.0381m
      detail: OpenWebpage(url=https://www.vicepresidenci...rlamentario=107)
  +-- [14] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: Refusing to open URL (resolve_error:[Errno 8] nodename ...amentario&id_parlamentari...
  +-- [15] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=7097 out=273 total=7370
      min: 0.0391m
      detail: OpenWebpage(url=https://anteriorportal.erb...ra_largo_pumari)
  +-- [16] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://anteriorportal.erbol.com.bo/podcast/biogra..._aguilar] hace 13 años 2 ...
  +-- [17] Requested 1 tool call (Search)
      by: AI
      tok: in=7443 out=146 total=7589
      min: 0.0528m
      detail: Search(query="Flora Largo Pumari" nació en)
  +-- [18] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Flora Largo Pumari00:00...tml </URL> __END_OF_SOURC...
  +-- [19] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=8121 out=132 total=8253
      min: 0.0462m
      detail: OpenWebpage(url=https://www.vicepresidenci...rlamentario=245)
  +-- [20] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: Refusing to open URL (resolve_error:[Errno 8] nodename ...amentario&id_parlamentari...
  +-- [21] Produced structured answer
      by: AI
      tok: in=7475 out=1672 total=9147
      min: 0.1737m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n...licy_demotion_unverified(...
END