Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006321

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006208

distance 0.105

#2 · Chandrapurcell 4730007003

distance 0.11

#3 · Chandrapurcell 4730005858

distance 0.111

#4 · Chandrapurcell 4730006207

distance 0.123

#5 · Chandrapurcell 4730005857

distance 0.131

#6 · Chandrapurcell 4730006322

distance 0.138

#7 · Chandrapurcell 4730006437

distance 0.139

#8 · Chandrapurcell 4730006323

distance 0.14

#9 · Chandrapurcell 4730006663

distance 0.147

#10 · Chandrapurcell 4730007230

distance 0.149

#11 · Chandrapurcell 4730006432

distance 0.152

#12 · Chandrapurcell 4730005859

distance 0.152

#13 · Bhandaracell 4710000153

distance 0.16 · cross-district

#14 · Chandrapurcell 4730007118

distance 0.164

#15 · Chandrapurcell 4730006090

distance 0.166

#16 · Chandrapurcell 4730007005

distance 0.169

#17 · Chandrapurcell 4730006436

distance 0.175

#18 · Gadchirolicell 4750010437

distance 0.176 · 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":4730006321}}}'

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.