Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008261

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008358

distance 0.318

#2 · Sataracell 4940006463

distance 0.334

#3 · Sataracell 4940008158

distance 0.338

#4 · Punecell 4900000441

distance 0.348 · cross-district

#5 · Sataracell 4940007734

distance 0.349

#6 · Punecell 4900000534

distance 0.355 · cross-district

#7 · Sataracell 4940007217

distance 0.355

#8 · Sataracell 4940006780

distance 0.362

#9 · Sataracell 4940006993

distance 0.362

#10 · Sataracell 4940008359

distance 0.365

#11 · Punecell 4900000443

distance 0.367 · cross-district

#12 · Sataracell 4940007743

distance 0.37

#13 · Sataracell 4940007325

distance 0.371

#14 · Punecell 4900000449

distance 0.373 · cross-district

#15 · Sataracell 4940007216

distance 0.376

#16 · Punecell 4900000309

distance 0.376 · cross-district

#17 · Punecell 4900000261

distance 0.378 · cross-district

#18 · Punecell 4900000982

distance 0.379 · 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":4940008261}}}'

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.