Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004538

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.039

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004435

distance 0.039

#2 · Chandrapurcell 4730004532

distance 0.079

#3 · Chandrapurcell 4730004346

distance 0.117

#4 · Chandrapurcell 4730004344

distance 0.118

#5 · Chandrapurcell 4730004249

distance 0.118

#6 · Chandrapurcell 4730004059

distance 0.12

#7 · Chandrapurcell 4730004061

distance 0.123

#8 · Yavatmalcell 5000002197

distance 0.125 · cross-district

#9 · Yavatmalcell 5000002077

distance 0.128 · cross-district

#10 · Chandrapurcell 4730004345

distance 0.136

#11 · Chandrapurcell 4730004633

distance 0.147

#12 · Chandrapurcell 4730004924

distance 0.149

#13 · Chandrapurcell 4730004828

distance 0.15

#14 · Chandrapurcell 4730004151

distance 0.151

#15 · Chandrapurcell 4730004921

distance 0.152

#16 · Yavatmalcell 5000002076

distance 0.152 · cross-district

#17 · Chandrapurcell 4730004831

distance 0.152

#18 · Chandrapurcell 4730004923

distance 0.153

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":4730004538}}}'

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.