Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009544

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009485

distance 0.137

#2 · Chandrapurcell 4730009600

distance 0.162

#3 · Chandrapurcell 4730009555

distance 0.172

#4 · Chandrapurcell 4730009556

distance 0.178

#5 · Chandrapurcell 4730009597

distance 0.178

#6 · Chandrapurcell 4730009427

distance 0.182

#7 · Chandrapurcell 4730009605

distance 0.204

#8 · Bhandaracell 4710000636

distance 0.208 · cross-district

#9 · Chandrapurcell 4730007452

distance 0.211

#10 · Chandrapurcell 4730009225

distance 0.221

#11 · Chandrapurcell 4730009697

distance 0.227

#12 · Chandrapurcell 4730009491

distance 0.229

#13 · Chandrapurcell 4730009649

distance 0.23

#14 · Chandrapurcell 4730009606

distance 0.233

#15 · Chandrapurcell 4730007571

distance 0.235

#16 · Chandrapurcell 4730008720

distance 0.238

#17 · Chandrapurcell 4730009611

distance 0.241

#18 · Chandrapurcell 4730007340

distance 0.247

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":4730009544}}}'

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.