DS-v3.2 late bid aggressiveness 1.65

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• GPT5.4-N late bid aggressiveness 2.09finding0.856
  Aggressive late but inefficient.
• G2.5-FL bid aggressiveness 2.07 early and 2.08 late (no adaptation)finding0.830
  Failure to adapt bidding to game phase.
• G3-F bid aggressiveness ramp 0.26 (early) → 2.49 (late), ≈10× escalationfinding0.812
  Strong phase-adaptive bidding.
• DS-v3.2 incrementing bid 10→850 over 49 sole-bidder roundsfinding0.799
  possible 'treats-own-bid-as-competitor' pathology in one trace
• Gemini 3 Flash bid aggressiveness ramp from 0.26 early to 2.49 latefinding0.788
  G3-F escalates bidding by nearly 10× from early to late game, adapting to phase.
• bid aggressivenessmethod0.786
  mean of bid divided by quartet value of auctioned animal
• Gemini 2.5 Flash Lite bid aggressiveness stays flat (~2.07 early, 2.08 late)finding0.782
  G2.5-FL shows no phase adaptation in bidding intensity.
• DS-v3.2 self-bid rate=75.4%finding0.775
  high self-bid rate for DeepSeek, one of the highest