Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009079

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

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000887

distance 0.232 · cross-district

#2 · Chandrapurcell 4730006200

distance 0.238

#3 · Chandrapurcell 4730008866

distance 0.254

#4 · Chandrapurcell 4730008595

distance 0.255

#5 · Chandrapurcell 4730009704

distance 0.258

#6 · Gondiacell 4760001035

distance 0.259 · cross-district

#7 · Bhandaracell 4710001530

distance 0.259 · cross-district

#8 · Nagpurcell 4840000004

distance 0.263 · cross-district

#9 · Chandrapurcell 4730007228

distance 0.266

#10 · Chandrapurcell 4730007346

distance 0.269

#11 · Gadchirolicell 4750011043

distance 0.273 · cross-district

#12 · Chandrapurcell 4730008709

distance 0.274

#13 · Chandrapurcell 4730006773

distance 0.275

#14 · Bhandaracell 4710001833

distance 0.277 · cross-district

#15 · Chandrapurcell 4730008634

distance 0.279

#16 · Gadchirolicell 4750011174

distance 0.28 · cross-district

#17 · Bhandaracell 4710001192

distance 0.283 · cross-district

#18 · Gadchirolicell 4750010446

distance 0.288 · 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":4730009079}}}'

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.