Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009188

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004188

distance 0.213

#2 · Chandrapurcell 4730007798

distance 0.215

#3 · Yavatmalcell 5000007021

distance 0.228 · cross-district

#4 · Gadchirolicell 4750009150

distance 0.23 · cross-district

#5 · Bhandaracell 4710001613

distance 0.236 · cross-district

#6 · Bhandaracell 4710001610

distance 0.244 · cross-district

#7 · Chandrapurcell 4730009123

distance 0.244

#8 · Chandrapurcell 4730009191

distance 0.247

#9 · Wardhacell 4980001154

distance 0.247 · cross-district

#10 · Gadchirolicell 4750009054

distance 0.248 · cross-district

#11 · Nagpurcell 4840003008

distance 0.25 · cross-district

#12 · Chandrapurcell 4730002395

distance 0.256

#13 · Gadchirolicell 4750009622

distance 0.258 · cross-district

#14 · Parbhanicell 4890001695

distance 0.265 · cross-district

#15 · Chandrapurcell 4730003888

distance 0.268

#16 · Jalgaoncell 4780004192

distance 0.268 · cross-district

#17 · Wardhacell 4980000720

distance 0.27 · cross-district

#18 · Yavatmalcell 5000006708

distance 0.27 · 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":473,"cluster_id":4730009188}}}'

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.