Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004303

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004029

distance 0.156

#2 · Chandrapurcell 4730003925

distance 0.192

#3 · Chandrapurcell 4730007064

distance 0.201

#4 · Gadchirolicell 4750007620

distance 0.202 · cross-district

#5 · Gadchirolicell 4750009199

distance 0.203 · cross-district

#6 · Gadchirolicell 4750008742

distance 0.209 · cross-district

#7 · Chandrapurcell 4730007674

distance 0.212

#8 · Wardhacell 4980000237

distance 0.217 · cross-district

#9 · Yavatmalcell 5000009190

distance 0.222 · cross-district

#10 · Chandrapurcell 4730003745

distance 0.225

#11 · Chandrapurcell 4730004214

distance 0.226

#12 · Jalgaoncell 4780002971

distance 0.226 · cross-district

#13 · Chandrapurcell 4730003440

distance 0.227

#14 · Chandrapurcell 4730004208

distance 0.228

#15 · Chandrapurcell 4730004204

distance 0.228

#16 · Gadchirolicell 4750008858

distance 0.229 · cross-district

#17 · Chandrapurcell 4730007298

distance 0.232

#18 · Chandrapurcell 4730003827

distance 0.236

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":4730004303}}}'

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.