Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008285

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008367

distance 0.167

#2 · Chandrapurcell 4730009124

distance 0.169

#3 · Chandrapurcell 4730009312

distance 0.17

#4 · Gadchirolicell 4750009581

distance 0.189 · cross-district

#5 · Gondiacell 4760000209

distance 0.194 · cross-district

#6 · Bhandaracell 4710000256

distance 0.194 · cross-district

#7 · Chandrapurcell 4730007119

distance 0.196

#8 · Chandrapurcell 4730008197

distance 0.196

#9 · Chandrapurcell 4730008198

distance 0.2

#10 · Bhandaracell 4710001663

distance 0.203 · cross-district

#11 · Bhandaracell 4710001468

distance 0.204 · cross-district

#12 · Bhandaracell 4710000482

distance 0.205 · cross-district

#13 · Chandrapurcell 4730007575

distance 0.208

#14 · Bhandaracell 4710000209

distance 0.209 · cross-district

#15 · Chandrapurcell 4730008056

distance 0.212

#16 · Chandrapurcell 4730008512

distance 0.213

#17 · Yavatmalcell 5000006248

distance 0.213 · cross-district

#18 · Chandrapurcell 4730008205

distance 0.214

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":4730008285}}}'

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.