AGENT ACTION MAP
================
Steps captured: 28
LangGraph timed steps: 18

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, disability_status, birth_pl...
      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: 16 total (Tool Search=7, Tool OpenWebpage...e_plan=3, Tool save_finding=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=4, OFF_TOPIC_RESULT=0)

START
  +-- [PLAN] Plan steps: 4 total (2 completed, 0 in_progress, 2 pending)
  +-- [LANGGRAPH] Node aggregates (minutes, tokens, count)
      tools: 5.1175m (tok=0, n=8)
      agent: 0.6937m (tok=44244, n=8)
      planner: 0.2419m (tok=2504, n=1)
      finalize: 0.2056m (tok=8878, n=1)
  +-- [LANGGRAPH] Slowest timed invocations
      #09 tools: 0.8664m (tok=0)
      #11 tools: 0.8532m (tok=0)
      #15 tools: 0.8357m (tok=0)
      #13 tools: 0.7703m (tok=0)
      #17 tools: 0.7688m (tok=0)
  +-- [TIMING] wall=6.0178m nodes=6.2587m delta=-0.2409m (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 Mexico 2012 Circ...
  +-- [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 ...pdf </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 (Search)
      by: AI
      tok: in=0 out=0 total=0
      min: n/a
      detail: Search(query=Mónica Clara Molina SIL perfil legislador)
  +-- [08] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> DiputadaMónicaClaraMoli...686 </URL> __END_OF_SOURC...
  +-- [09] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=1668 out=310 total=1978
      min: 0.2803m
      detail: OpenWebpage(url=https://sil.gobernacion.go...erencia=9216686)
  +-- [10] 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...
  +-- [11] Requested 3 tool calls (save_finding, Search)
      by: AI
      tok: in=3504 out=129 total=3633
      min: 0.0379m
      detail: save_finding(finding=education_level = Licencia...renci...lina PRI Oaxaca biografía...
  +-- [12] Returned 2 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...
  +-- [13] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> ¿Quién esMónicaMolina?M...897 </URL> __END_OF_SOURC...
  +-- [14] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=3827 out=510 total=4337
      min: 0.0612m
      detail: OpenWebpage(url=https://sitllxii.diputados...la.php?dipt=897)
  +-- [15] 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...
  +-- [16] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=5126 out=334 total=5460
      min: 0.0501m
      detail: update_plan(status=in_progress, step_id=2) | Search(que...olina" PRI trayectoria cu...
  +-- [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 result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
      detail: __START_OF_SOURCE 1__ <CONTENT> Expulsan a Duarte delPR...a-c </URL> __END_OF_SOURC...
  +-- [19] Requested 1 tool call (OpenWebpage)
      by: AI
      tok: in=5377 out=776 total=6153
      min: 0.0853m
      detail: OpenWebpage(url=https://archivo.municipios...erechos-armenta)
  +-- [20] Returned result
      by: Tool OpenWebpage
      tok: in=0 out=0 total=0
      min: n/a
      detail: URL: https://archivo.municipiospuebla.mx/nota/2017-04-2.../secciones/virales] Texme...
  +-- [21] Requested 1 tool call (Search)
      by: AI
      tok: in=6999 out=422 total=7421
      min: 0.0659m
      detail: Search(query=site:cedulaprofesional.sep.gob.mx "Mónica...)
  +-- [22] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
  +-- [23] Requested 2 tool calls (update_plan, Search)
      by: AI
      tok: in=7043 out=500 total=7543
      min: 0.0564m
      detail: update_plan(status=in_progress, step_id=2) | Search(que...gal.com "Mónica Clara Mol...
  +-- [24] Returned result
      by: Tool update_plan
      tok: in=0 out=0 total=0
      min: n/a
      detail: Plan step 2 updated to 'in_progress'
  +-- [25] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
  +-- [26] Requested 1 tool call (Search)
      by: AI
      tok: in=7188 out=531 total=7719
      min: 0.0566m
      detail: Search(query="Mónica Clara Molina" PRI "curriculum vit...)
  +-- [27] Returned result
      by: Tool Search
      tok: in=0 out=0 total=0
      min: n/a
  +-- [28] Produced structured answer
      by: AI
      tok: in=6428 out=2450 total=8878
      min: 0.2056m
      flag: LOW_EVIDENCE_FINAL_ANSWER
      detail: {"education_level":"Unknown","education_level_source":n..., high_conflict_demotion(...
END