Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000764

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000844

distance 0.12

#2 · Chandrapurcell 4730000843

distance 0.128

#3 · Chandrapurcell 4730001028

distance 0.137

#4 · Chandrapurcell 4730000606

distance 0.15

#5 · Chandrapurcell 4730000941

distance 0.163

#6 · Chandrapurcell 4730000853

distance 0.188

#7 · Nagpurcell 4840008300

distance 0.195 · cross-district

#8 · Chandrapurcell 4730001024

distance 0.196

#9 · Chandrapurcell 4730000763

distance 0.196

#10 · Chandrapurcell 4730000689

distance 0.198

#11 · Chandrapurcell 4730001116

distance 0.204

#12 · Gadchirolicell 4750005832

distance 0.207 · cross-district

#13 · Chandrapurcell 4730001210

distance 0.216

#14 · Chandrapurcell 4730001313

distance 0.229

#15 · Chandrapurcell 4730000773

distance 0.23

#16 · Chandrapurcell 4730000772

distance 0.236

#17 · Chandrapurcell 4730000602

distance 0.237

#18 · Nagpurcell 4840006920

distance 0.239 · 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":4730000764}}}'

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.