Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000490

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000281

distance 0.235

#2 · Sataracell 4940000486

distance 0.249

#3 · Chhatrapati Sambhajinagarcell 4690006587

distance 0.26 · cross-district

#4 · Sanglicell 4930003016

distance 0.265 · cross-district

#5 · Sanglicell 4930005068

distance 0.279 · cross-district

#6 · Sataracell 4940004601

distance 0.288

#7 · Sataracell 4940004362

distance 0.289

#8 · Sanglicell 4930004053

distance 0.298 · cross-district

#9 · Sataracell 4940004259

distance 0.3

#10 · Sanglicell 4930005753

distance 0.306 · cross-district

#11 · Sataracell 4940004485

distance 0.311

#12 · Nashikcell 4870006435

distance 0.317 · cross-district

#13 · Ahmednagarcell 4660002346

distance 0.323 · cross-district

#14 · Ahmednagarcell 4660013584

distance 0.323 · cross-district

#15 · Ahmednagarcell 4660013348

distance 0.325 · cross-district

#16 · Solapurcell 4960006423

distance 0.337 · cross-district

#17 · Sataracell 4940005606

distance 0.341

#18 · Solapurcell 4960007295

distance 0.343 · 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":4940000490}}}'

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.