Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940006621

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870011058

distance 0.313 · cross-district

#2 · Sataracell 4940006633

distance 0.315

#3 · Solapurcell 4960006871

distance 0.318 · cross-district

#4 · Nashikcell 4870010933

distance 0.331 · cross-district

#5 · Nashikcell 4870011051

distance 0.335 · cross-district

#6 · Sataracell 4940004609

distance 0.341

#7 · Sataracell 4940001167

distance 0.346

#8 · Ahmednagarcell 4660008665

distance 0.347 · cross-district

#9 · Nashikcell 4870009185

distance 0.349 · cross-district

#10 · Solapurcell 4960006483

distance 0.35 · cross-district

#11 · Sataracell 4940001254

distance 0.35

#12 · Sataracell 4940006792

distance 0.353

#13 · Solapurcell 4960006998

distance 0.355 · cross-district

#14 · Nashikcell 4870008191

distance 0.355 · cross-district

#15 · Sataracell 4940002334

distance 0.358

#16 · Nashikcell 4870008763

distance 0.359 · cross-district

#17 · Sataracell 4940000754

distance 0.361

#18 · Ahmednagarcell 4660010991

distance 0.363 · 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":4940006621}}}'

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.