Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008563

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008385

distance 0.238

#2 · Sataracell 4940008384

distance 0.253

#3 · Ahmednagarcell 4660008825

distance 0.258 · cross-district

#4 · Sataracell 4940007658

distance 0.259

#5 · Sataracell 4940008481

distance 0.259

#6 · Sataracell 4940008899

distance 0.278

#7 · Sataracell 4940007870

distance 0.283

#8 · Punecell 4900010556

distance 0.286 · cross-district

#9 · Sataracell 4940007447

distance 0.288

#10 · Ahmednagarcell 4660007588

distance 0.292 · cross-district

#11 · Sataracell 4940007563

distance 0.296

#12 · Punecell 4900010647

distance 0.297 · cross-district

#13 · Sataracell 4940008791

distance 0.298

#14 · Punecell 4900005094

distance 0.298 · cross-district

#15 · Punecell 4900003701

distance 0.299 · cross-district

#16 · Ahmednagarcell 4660006851

distance 0.301 · cross-district

#17 · Sataracell 4940008076

distance 0.303

#18 · Punecell 4900010643

distance 0.306 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940008563}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.