Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007187

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004701

distance 0.16 · cross-district

#2 · Yavatmalcell 5000007600

distance 0.181 · cross-district

#3 · Yavatmalcell 5000004703

distance 0.201 · cross-district

#4 · Yavatmalcell 5000008721

distance 0.203 · cross-district

#5 · Yavatmalcell 5000011424

distance 0.208 · cross-district

#6 · Washimcell 4990002353

distance 0.232 · cross-district

#7 · Yavatmalcell 5000010167

distance 0.233 · cross-district

#8 · Akolacell 4670003512

distance 0.239 · cross-district

#9 · Washimcell 4990001960

distance 0.239 · cross-district

#10 · Chandrapurcell 4730006958

distance 0.241

#11 · Gadchirolicell 4750007758

distance 0.244 · cross-district

#12 · Yavatmalcell 5000003816

distance 0.248 · cross-district

#13 · Chandrapurcell 4730006082

distance 0.248

#14 · Washimcell 4990003779

distance 0.25 · cross-district

#15 · Chandrapurcell 4730004012

distance 0.251

#16 · Jalgaoncell 4780005198

distance 0.251 · cross-district

#17 · Hingolicell 4770002333

distance 0.258 · cross-district

#18 · Yavatmalcell 5000005031

distance 0.258 · 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":4730007187}}}'

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.