Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006557

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007122

distance 0.108

#2 · Chandrapurcell 4730003661

distance 0.149

#3 · Chandrapurcell 4730003583

distance 0.15

#4 · Chandrapurcell 4730003926

distance 0.151

#5 · Chandrapurcell 4730004010

distance 0.165

#6 · Chandrapurcell 4730003654

distance 0.168

#7 · Chandrapurcell 4730003912

distance 0.17

#8 · Gadchirolicell 4750007756

distance 0.179 · cross-district

#9 · Chandrapurcell 4730003820

distance 0.18

#10 · Chandrapurcell 4730003147

distance 0.182

#11 · Chandrapurcell 4730004101

distance 0.182

#12 · Chandrapurcell 4730004013

distance 0.183

#13 · Chandrapurcell 4730005545

distance 0.184

#14 · Chandrapurcell 4730003917

distance 0.185

#15 · Chandrapurcell 4730004873

distance 0.189

#16 · Gondiacell 4760000633

distance 0.189 · cross-district

#17 · Chandrapurcell 4730004866

distance 0.19

#18 · Chandrapurcell 4730004109

distance 0.19

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":4730006557}}}'

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.