Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007708

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007928

distance 0.121

#2 · Chandrapurcell 4730007709

distance 0.124

#3 · Chandrapurcell 4730008466

distance 0.125

#4 · Chandrapurcell 4730007711

distance 0.125

#5 · Chandrapurcell 4730008306

distance 0.132

#6 · Chandrapurcell 4730008026

distance 0.134

#7 · Gondiacell 4760000144

distance 0.141 · cross-district

#8 · Bhandaracell 4710001618

distance 0.145 · cross-district

#9 · Chandrapurcell 4730008120

distance 0.148

#10 · Chandrapurcell 4730008381

distance 0.155

#11 · Chandrapurcell 4730008305

distance 0.159

#12 · Chandrapurcell 4730008303

distance 0.168

#13 · Gadchirolicell 4750010443

distance 0.169 · cross-district

#14 · Bhandaracell 4710001569

distance 0.17 · cross-district

#15 · Chandrapurcell 4730007818

distance 0.172

#16 · Chandrapurcell 4730008033

distance 0.176

#17 · Gadchirolicell 4750011233

distance 0.176 · cross-district

#18 · Chandrapurcell 4730008223

distance 0.177

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":4730007708}}}'

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.