Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008965

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

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008966

distance 0.077

#2 · Chandrapurcell 4730008960

distance 0.078

#3 · Chandrapurcell 4730008818

distance 0.083

#4 · Chandrapurcell 4730008747

distance 0.086

#5 · Chandrapurcell 4730009238

distance 0.091

#6 · Chandrapurcell 4730009036

distance 0.096

#7 · Chandrapurcell 4730008889

distance 0.105

#8 · Chandrapurcell 4730008891

distance 0.106

#9 · Chandrapurcell 4730008666

distance 0.106

#10 · Chandrapurcell 4730008894

distance 0.113

#11 · Chandrapurcell 4730008742

distance 0.115

#12 · Chandrapurcell 4730009107

distance 0.117

#13 · Chandrapurcell 4730008820

distance 0.119

#14 · Nagpurcell 4840000015

distance 0.123 · cross-district

#15 · Chandrapurcell 4730008893

distance 0.124

#16 · Chandrapurcell 4730008743

distance 0.124

#17 · Chandrapurcell 4730009037

distance 0.125

#18 · Chandrapurcell 4730009106

distance 0.131

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":4730008965}}}'

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.