Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002480

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002217

distance 0.105

#2 · Chandrapurcell 4730002145

distance 0.11

#3 · Chandrapurcell 4730001988

distance 0.134

#4 · Chandrapurcell 4730001559

distance 0.147

#5 · Chandrapurcell 4730001896

distance 0.147

#6 · Chandrapurcell 4730000749

distance 0.152

#7 · Chandrapurcell 4730000660

distance 0.168

#8 · Chandrapurcell 4730002149

distance 0.177

#9 · Chandrapurcell 4730002140

distance 0.18

#10 · Jalgaoncell 4780005597

distance 0.182 · cross-district

#11 · Akolacell 4670001000

distance 0.183 · cross-district

#12 · Chandrapurcell 4730002287

distance 0.187

#13 · Jalgaoncell 4780005374

distance 0.188 · cross-district

#14 · Chandrapurcell 4730002794

distance 0.193

#15 · Jalgaoncell 4780004486

distance 0.196 · cross-district

#16 · Chandrapurcell 4730002148

distance 0.197

#17 · Chandrapurcell 4730000497

distance 0.197

#18 · Nagpurcell 4840000394

distance 0.201 · 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":4730002480}}}'

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.