AGENT ACTION MAP
================
Steps captured: 28
LangGraph timed steps: 20

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, prior_occupation, class_background, disability_sta...
      Risk signal: LOW_EVIDENCE_FINAL_ANSWER

WHAT HAPPENED OVERALL
---------------------
  +-- Summary
      Human prompts: 1
      AI turns: 11 tool-call turn(s), 1 answer turn(s)
      Tool results: 21 total (Tool Search=9, Tool OpenWebpage...finding=4, Tool update_plan=2)
      Structured terminal answer emitted
      Plan status: Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
      Anomalies: 3 flagged step(s) (EMPTY_RESULT=2, LOW_EVIDE..._RESULT=5, OFF_TOPIC_RESULT=1)

START
  +-- [PLAN] Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
  +-- [LANGGRAPH] Node aggregates (minutes, tokens, count)
      tools: 5.1224m (tok=0, n=9)
      agent: 0.5911m (tok=53908, n=9)
      finalize: 0.1612m (tok=12320, n=1)
      planner: 0.1541m (tok=1728, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #17 tools: 1.2301m (tok=0)
      #19 tools: 0.9604m (tok=0)
      #05 tools: 0.8430m (tok=0)
      #07 tools: 0.7983m (tok=0)
      #11 tools: 0.5523m (tok=0)
  +-- [TIMING] wall=5.8759m nodes=6.0288m delta=-0.1529m (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...lina PRI México 2012 legi...
  +-- [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> El Presidente diputado ...897 </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://sil.gobernacion.go..._1417546492.pdf)
  +-- [06] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://sil.gobernacion.gob.mx/Archivos/Documentos...ca Clara Molina: Sí, prot...
  +-- [07] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=1668 out=333 total=2001
      min: 0.1886m
      detail: OpenWebpage(url=https://sitllxii.diputados...la.php?dipt=897)
  +-- [08] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: {"ok":false,"tool":"OpenWebpage","error_type":"timeout"...null,"attempt":2,"attempt...
  +-- [09] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=3407 out=191 total=3598
      min: 0.0441m
      detail: OpenWebpage(url=https://www.sil.gobernacio...erencia=9216685)
  +-- [10] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://www.sil.gobernacion.gob.mx/Librerias/pp_Pe...osiciones con punto de ac...
  +-- [11] Requested 1 tool call (Search)
      by: AI
      tok: in=3738 out=69 total=3807
      min: 0.0184m
      detail: Search(query=Mónica Clara Molina SIL currículum vitae)
  +-- [12] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> HOJA DE VIDA DATOS PERS...686 </URL> __END_OF_SOURC...
  +-- [13] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=4292 out=326 total=4618
      min: 0.0478m
      detail: OpenWebpage(url=https://md.rcm.upr.edu/off...n/monica-molina)
  +-- [14] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      flag: EMPTY_RESULT
      detail: URL: https://md.rcm.upr.edu/office-of-the-dean/monica-m...3) Markers: forbidden, bl...
  +-- [15] Requested 2 tool calls (update_plan, OpenWebpage)
      by: AI
      tok: in=5215 out=550 total=5765
      min: 0.0568m
      detail: update_plan(status=in_progress, step_id=2) | OpenWebpag...ernacion.go...erencia=921...
  +-- [16] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 2 updated to 'in_progress'
  +-- [17] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://sil.gobernacion.gob.mx/Librerias/pp_Perfil...recho Experiencia legisla...
  +-- [18] Requested 4 tool calls (save_finding, OpenWebpage)
      by: AI
      tok: in=7015 out=321 total=7336
      min: 0.0388m
      detail: save_finding(finding=education_level = Licencia...renci...ernacion.go...216686%2F55...
  +-- [19] Returned 3 results
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      detail: Saved to scratchpad: education_level = Licenciatura (so...slador.php?Referencia=921...
  +-- [20] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://sil.gobernacion.gob.mx/movil/?pg=msil%2FML...dad del Golfo de México N...
  +-- [21] Requested 2 tool calls (save_finding, Search)
      by: AI
      tok: in=8370 out=166 total=8536
      min: 0.0299m
      detail: save_finding(finding=education_institution = Un...16686...lina trayectoria profesio...
  +-- [22] Returned result
      by: Tool save_finding
      tok: in=0 out=0 total=0
      min: n/a
      flag: EMPTY_RESULT
      detail: Saved to scratchpad: education_institution = Universida...rayectoria%2F9216686%2F55...
  +-- [23] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> El Presidente diputado ...685 </URL> __END_OF_SOURC...
  +-- [24] Requested 3 tool calls (Search)
      by: AI
      tok: in=8265 out=579 total=8844
      min: 0.0652m
      detail: Search(query=site:sil.gobernacion.gob.mx "Mónica Clara....olina" PRI "trayectoria a...
  +-- [25] Returned 3 results
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Title: Ollie's Bargain ...let </URL> __END_OF_SOURC...
  +-- [26] Requested 3 tool calls (Search)
      by: AI
      tok: in=8557 out=846 total=9403
      min: 0.1014m
      detail: Search(query=site:gaceta.diputados.gob.mx "Mónica Clar....olina" "fecha de nacimien...
  +-- [27] Returned 3 results
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Title: YouTube-Wikipedi...ube </URL> __END_OF_SOURC...
  +-- [28] Produced structured answer
      by: AI
      tok: in=10746 out=1574 total=12320
      min: 0.1612m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n...ted_no_verified_evidence(...
END