Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009725

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001372

distance 0.173 · cross-district

#2 · Bhandaracell 4710003419

distance 0.211 · cross-district

#3 · Nagpurcell 4840006387

distance 0.216 · cross-district

#4 · Chandrapurcell 4730009373

distance 0.221

#5 · Chandrapurcell 4730009236

distance 0.238

#6 · Chandrapurcell 4730006551

distance 0.244

#7 · Bhandaracell 4710000885

distance 0.244 · cross-district

#8 · Gondiacell 4760000787

distance 0.247 · cross-district

#9 · Bhandaracell 4710002673

distance 0.251 · cross-district

#10 · Amravaticell 4680009584

distance 0.254 · cross-district

#11 · Chandrapurcell 4730008662

distance 0.254

#12 · Gadchirolicell 4750012251

distance 0.259 · cross-district

#13 · Nagpurcell 4840006133

distance 0.26 · cross-district

#14 · Chandrapurcell 4730006546

distance 0.264

#15 · Gadchirolicell 4750012255

distance 0.269 · cross-district

#16 · Nagpurcell 4840005769

distance 0.269 · cross-district

#17 · Gondiacell 4760000208

distance 0.271 · cross-district

#18 · Chandrapurcell 4730008950

distance 0.272

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":4730009725}}}'

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.