Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009401

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000042

distance 0.161 · cross-district

#2 · Chandrapurcell 4730009522

distance 0.164

#3 · Nagpurcell 4840000058

distance 0.178 · cross-district

#4 · Chandrapurcell 4730009633

distance 0.18

#5 · Chandrapurcell 4730009093

distance 0.18

#6 · Bhandaracell 4710001515

distance 0.182 · cross-district

#7 · Chandrapurcell 4730008809

distance 0.184

#8 · Chandrapurcell 4730009279

distance 0.192

#9 · Chandrapurcell 4730009097

distance 0.193

#10 · Gondiacell 4760000925

distance 0.194 · cross-district

#11 · Bhandaracell 4710001418

distance 0.196 · cross-district

#12 · Chandrapurcell 4730009518

distance 0.197

#13 · Chandrapurcell 4730009286

distance 0.2

#14 · Chandrapurcell 4730008299

distance 0.2

#15 · Chandrapurcell 4730009162

distance 0.2

#16 · Gondiacell 4760001034

distance 0.202 · cross-district

#17 · Chandrapurcell 4730009517

distance 0.203

#18 · Chandrapurcell 4730009227

distance 0.205

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":4730009401}}}'

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.