Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001744

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003163

distance 0.304

#2 · Sataracell 4940002833

distance 0.357

#3 · Kolhapurcell 4800006183

distance 0.382 · cross-district

#4 · Nandurbarcell 4860002797

distance 0.39 · cross-district

#5 · Nashikcell 4870009041

distance 0.397 · cross-district

#6 · Sataracell 4940001224

distance 0.407

#7 · Nashikcell 4870009174

distance 0.408 · cross-district

#8 · Nashikcell 4870012463

distance 0.414 · cross-district

#9 · Ahmednagarcell 4660013463

distance 0.415 · cross-district

#10 · Ahmednagarcell 4660009822

distance 0.418 · cross-district

#11 · Nashikcell 4870000045

distance 0.418 · cross-district

#12 · Nashikcell 4870012464

distance 0.418 · cross-district

#13 · Nashikcell 4870013190

distance 0.419 · cross-district

#14 · Kolhapurcell 4800006133

distance 0.437 · cross-district

#15 · Nashikcell 4870013263

distance 0.439 · cross-district

#16 · Nashikcell 4870009308

distance 0.44 · cross-district

#17 · Dhulecell 4740006131

distance 0.442 · cross-district

#18 · Sanglicell 4930003339

distance 0.444 · 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":4940001744}}}'

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.