Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006767

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006188

distance 0.119

#2 · Chandrapurcell 4730006180

distance 0.187

#3 · Chandrapurcell 4730004721

distance 0.206

#4 · Bhandaracell 4710000777

distance 0.212 · cross-district

#5 · Chandrapurcell 4730005019

distance 0.231

#6 · Chandrapurcell 4730006289

distance 0.239

#7 · Gadchirolicell 4750004893

distance 0.241 · cross-district

#8 · Gadchirolicell 4750005980

distance 0.242 · cross-district

#9 · Bhandaracell 4710000564

distance 0.244 · cross-district

#10 · Yavatmalcell 5000002205

distance 0.245 · cross-district

#11 · Nagpurcell 4840000403

distance 0.247 · cross-district

#12 · Chandrapurcell 4730006081

distance 0.252

#13 · Chandrapurcell 4730005115

distance 0.259

#14 · Gadchirolicell 4750003248

distance 0.262 · cross-district

#15 · Chandrapurcell 4730006314

distance 0.263

#16 · Chandrapurcell 4730006308

distance 0.266

#17 · Yavatmalcell 5000003025

distance 0.268 · cross-district

#18 · Chandrapurcell 4730006879

distance 0.268

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":4730006767}}}'

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.