Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001295

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002376

distance 0.224

#2 · Sataracell 4940003286

distance 0.302

#3 · Ahmednagarcell 4660011830

distance 0.342 · cross-district

#4 · Ahmednagarcell 4660012164

distance 0.351 · cross-district

#5 · Solapurcell 4960006902

distance 0.354 · cross-district

#6 · Sataracell 4940003408

distance 0.357

#7 · Ahmednagarcell 4660010280

distance 0.357 · cross-district

#8 · Sataracell 4940003288

distance 0.369

#9 · Solapurcell 4960007807

distance 0.372 · cross-district

#10 · Sataracell 4940002268

distance 0.378

#11 · Sataracell 4940003281

distance 0.379

#12 · Punecell 4900000694

distance 0.38 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004500

distance 0.385 · cross-district

#14 · Parbhanicell 4890000188

distance 0.386 · cross-district

#15 · Sataracell 4940002269

distance 0.386

#16 · Punecell 4900003492

distance 0.391 · cross-district

#17 · Ahmednagarcell 4660011828

distance 0.395 · cross-district

#18 · Solapurcell 4960005114

distance 0.398 · 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":4940001295}}}'

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.