Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004802

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

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004318

distance 0.219

#2 · Sataracell 4940004678

distance 0.226

#3 · Sataracell 4940004437

distance 0.237

#4 · Sataracell 4940004199

distance 0.258

#5 · Sataracell 4940005054

distance 0.262

#6 · Sataracell 4940004080

distance 0.273

#7 · Sataracell 4940003836

distance 0.293

#8 · Sataracell 4940005318

distance 0.308

#9 · Sataracell 4940005795

distance 0.319

#10 · Sataracell 4940004448

distance 0.326

#11 · Sataracell 4940003956

distance 0.338

#12 · Punecell 4900000636

distance 0.361 · cross-district

#13 · Punecell 4900012237

distance 0.367 · cross-district

#14 · Hingolicell 4770002890

distance 0.368 · cross-district

#15 · Hingolicell 4770002601

distance 0.37 · cross-district

#16 · Sataracell 4940002700

distance 0.383

#17 · Hingolicell 4770002753

distance 0.385 · cross-district

#18 · Sataracell 4940004925

distance 0.389

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":4940004802}}}'

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.