Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003775

The MH-36 locality cells most similar to this Chandrapur 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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002831

distance 0.134

#2 · Nandedcell 4850004423

distance 0.173 · cross-district

#3 · Nandedcell 4850004418

distance 0.185 · cross-district

#4 · Nandedcell 4850004491

distance 0.186 · cross-district

#5 · Parbhanicell 4890002197

distance 0.187 · cross-district

#6 · Nandedcell 4850004213

distance 0.188 · cross-district

#7 · Chandrapurcell 4730002897

distance 0.189

#8 · Chandrapurcell 4730001011

distance 0.19

#9 · Chandrapurcell 4730004529

distance 0.192

#10 · Nandedcell 4850000801

distance 0.195 · cross-district

#11 · Nandedcell 4850004561

distance 0.196 · cross-district

#12 · Nandedcell 4850004280

distance 0.199 · cross-district

#13 · Chandrapurcell 4730002699

distance 0.2

#14 · Chandrapurcell 4730005199

distance 0.201

#15 · Nandedcell 4850007052

distance 0.202 · cross-district

#16 · Chandrapurcell 4730002141

distance 0.204

#17 · Nandedcell 4850004612

distance 0.205 · cross-district

#18 · Chandrapurcell 4730001781

distance 0.208

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":473,"cluster_id":4730003775}}}'

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.