Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007682

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009254

distance 0.162

#2 · Chandrapurcell 4730008833

distance 0.192

#3 · Chandrapurcell 4730008512

distance 0.199

#4 · Chandrapurcell 4730008314

distance 0.202

#5 · Wardhacell 4980000671

distance 0.215 · cross-district

#6 · Chandrapurcell 4730007351

distance 0.216

#7 · Gadchirolicell 4750010833

distance 0.222 · cross-district

#8 · Gondiacell 4760000240

distance 0.229 · cross-district

#9 · Wardhacell 4980000593

distance 0.234 · cross-district

#10 · Chandrapurcell 4730008522

distance 0.234

#11 · Gadchirolicell 4750009113

distance 0.235 · cross-district

#12 · Chandrapurcell 4730008652

distance 0.236

#13 · Chandrapurcell 4730007950

distance 0.239

#14 · Chandrapurcell 4730003220

distance 0.24

#15 · Chandrapurcell 4730008232

distance 0.244

#16 · Chandrapurcell 4730007350

distance 0.244

#17 · Bhandaracell 4710000253

distance 0.244 · cross-district

#18 · Bhandaracell 4710000299

distance 0.245 · 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":4730007682}}}'

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.