Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008397

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008193

distance 0.108

#2 · Sataracell 4940008390

distance 0.123

#3 · Solapurcell 4960008019

distance 0.136 · cross-district

#4 · Solapurcell 4960008761

distance 0.143 · cross-district

#5 · Sataracell 4940008290

distance 0.153

#6 · Ahmednagarcell 4660003716

distance 0.162 · cross-district

#7 · Solapurcell 4960008963

distance 0.163 · cross-district

#8 · Solapurcell 4960008868

distance 0.167 · cross-district

#9 · Solapurcell 4960009071

distance 0.167 · cross-district

#10 · Solapurcell 4960008770

distance 0.167 · cross-district

#11 · Ahmednagarcell 4660004113

distance 0.168 · cross-district

#12 · Ahmednagarcell 4660004066

distance 0.169 · cross-district

#13 · Solapurcell 4960008581

distance 0.17 · cross-district

#14 · Solapurcell 4960008680

distance 0.171 · cross-district

#15 · Solapurcell 4960008585

distance 0.171 · cross-district

#16 · Solapurcell 4960008574

distance 0.175 · cross-district

#17 · Solapurcell 4960004357

distance 0.176 · cross-district

#18 · Ahmednagarcell 4660005026

distance 0.177 · 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":4940008397}}}'

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.