Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009044

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008974

distance 0.088

#2 · Chandrapurcell 4730008903

distance 0.091

#3 · Chandrapurcell 4730009115

distance 0.142

#4 · Chandrapurcell 4730008749

distance 0.145

#5 · Chandrapurcell 4730009110

distance 0.146

#6 · Chandrapurcell 4730008750

distance 0.148

#7 · Chandrapurcell 4730007469

distance 0.148

#8 · Chandrapurcell 4730007595

distance 0.149

#9 · Bhandaracell 4710001247

distance 0.151 · cross-district

#10 · Chandrapurcell 4730008681

distance 0.154

#11 · Bhandaracell 4710001292

distance 0.155 · cross-district

#12 · Bhandaracell 4710001165

distance 0.158 · cross-district

#13 · Chandrapurcell 4730007596

distance 0.161

#14 · Gadchirolicell 4750009730

distance 0.167 · cross-district

#15 · Chandrapurcell 4730008829

distance 0.17

#16 · Chandrapurcell 4730008678

distance 0.171

#17 · Gadchirolicell 4750009801

distance 0.172 · cross-district

#18 · Gadchirolicell 4750007295

distance 0.173 · 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":4730009044}}}'

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.