Ablation of PG graph scope (full vs localized subgraph) and guidance consumption mode (raw injection vs generative) on ALFWorld using Gemini 3.5 Flash. The localized generative subgraph configuration achieves superior performance while reducing token overhead relative to full graph generative guidance.

Ablation of PG graph scope (full vs localized subgraph) and guidance consumption mode (raw injection vs generative) on ALFWorld using Gemini 3.5 Flash. The localized generative subgraph configuration achieves superior performance while reducing token overhead relative to full graph generative guidance. · CiteArk

Measurement results

0/12 assessed

0 supported0 disputed or conflicting12 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
configuration: Baseline (no graph)	72.58%	—	Not assessed
configuration: Baseline (no graph)	18,055 tokens	—	Not assessed
configuration: Baseline (no graph)	21.84 steps	—	Not assessed
configuration: Full graph, raw injection	70.34%	—	Not assessed
configuration: Full graph, raw injection	21,062 tokens	—	Not assessed
configuration: Full graph, raw injection	25 steps	—	Not assessed
configuration: Full graph, generative	54.48%	—	Not assessed
configuration: Full graph, generative	96,360 tokens	—	Not assessed
configuration: Full graph, generative	30.05 steps	—	Not assessed
configuration: Subgraph, generative (Ours)	81.53%	—	Not assessed
configuration: Subgraph, generative (Ours)	28,064 tokens	—	Not assessed
configuration: Subgraph, generative (Ours)	18.8 steps	—	Not assessed

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results