Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008317

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008055

distance 0.132

#2 · Chandrapurcell 4730008149

distance 0.139

#3 · Chandrapurcell 4730008052

distance 0.174

#4 · Chandrapurcell 4730008051

distance 0.175

#5 · Chandrapurcell 4730007416

distance 0.182

#6 · Chandrapurcell 4730009372

distance 0.195

#7 · Wardhacell 4980000602

distance 0.195 · cross-district

#8 · Chandrapurcell 4730009376

distance 0.195

#9 · Chandrapurcell 4730008277

distance 0.197

#10 · Wardhacell 4980000666

distance 0.204 · cross-district

#11 · Chandrapurcell 4730008475

distance 0.204

#12 · Chandrapurcell 4730003286

distance 0.205

#13 · Wardhacell 4980001189

distance 0.206 · cross-district

#14 · Yavatmalcell 5000003556

distance 0.206 · cross-district

#15 · Yavatmalcell 5000008237

distance 0.207 · cross-district

#16 · Buldhanacell 4720001000

distance 0.207 · cross-district

#17 · Chandrapurcell 4730003826

distance 0.21

#18 · Chandrapurcell 4730009249

distance 0.21

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":4730008317}}}'

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.