Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000152

The MH-36 locality cells most similar to this Parbhani 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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001914

distance 0.109 · cross-district

#2 · Parbhanicell 4890000151

distance 0.129

#3 · Parbhanicell 4890000110

distance 0.152

#4 · Parbhanicell 4890000153

distance 0.154

#5 · Nandedcell 4850002440

distance 0.161 · cross-district

#6 · Nandedcell 4850001857

distance 0.167 · cross-district

#7 · Parbhanicell 4890000098

distance 0.168

#8 · Parbhanicell 4890000046

distance 0.17

#9 · Nandedcell 4850001998

distance 0.172 · cross-district

#10 · Parbhanicell 4890000095

distance 0.174

#11 · Parbhanicell 4890000352

distance 0.176

#12 · Laturcell 4810006131

distance 0.179 · cross-district

#13 · Parbhanicell 4890000062

distance 0.179

#14 · Parbhanicell 4890000235

distance 0.18

#15 · Parbhanicell 4890000101

distance 0.182

#16 · Laturcell 4810006164

distance 0.185 · cross-district

#17 · Laturcell 4810006174

distance 0.186 · cross-district

#18 · Parbhanicell 4890000253

distance 0.187

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":489,"cluster_id":4890000152}}}'

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.