Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006708

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006706

distance 0.094

#2 · Chandrapurcell 4730006820

distance 0.098

#3 · Chandrapurcell 4730006488

distance 0.128

#4 · Yavatmalcell 5000009122

distance 0.15 · cross-district

#5 · Chandrapurcell 4730006823

distance 0.163

#6 · Chandrapurcell 4730006929

distance 0.165

#7 · Yavatmalcell 5000007553

distance 0.166 · cross-district

#8 · Chandrapurcell 4730007048

distance 0.17

#9 · Yavatmalcell 5000008897

distance 0.172 · cross-district

#10 · Chandrapurcell 4730006595

distance 0.173

#11 · Yavatmalcell 5000007269

distance 0.174 · cross-district

#12 · Yavatmalcell 5000005637

distance 0.178 · cross-district

#13 · Chandrapurcell 4730007159

distance 0.18

#14 · Yavatmalcell 5000007297

distance 0.182 · cross-district

#15 · Yavatmalcell 5000005955

distance 0.182 · cross-district

#16 · Yavatmalcell 5000009011

distance 0.182 · cross-district

#17 · Yavatmalcell 5000009014

distance 0.183 · cross-district

#18 · Yavatmalcell 5000009910

distance 0.186 · 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":4730006708}}}'

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.