Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000751

The MH-36 locality cells most similar to this Bhandara 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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000104

distance 0.197

#2 · Gondiacell 4760000200

distance 0.233 · cross-district

#3 · Nagpurcell 4840000323

distance 0.238 · cross-district

#4 · Chandrapurcell 4730009313

distance 0.239 · cross-district

#5 · Chandrapurcell 4730009661

distance 0.245 · cross-district

#6 · Chandrapurcell 4730009430

distance 0.247 · cross-district

#7 · Bhandaracell 4710000535

distance 0.258

#8 · Gondiacell 4760000071

distance 0.269 · cross-district

#9 · Chandrapurcell 4730009489

distance 0.269 · cross-district

#10 · Chandrapurcell 4730009738

distance 0.27 · cross-district

#11 · Bhandaracell 4710000666

distance 0.274

#12 · Nagpurcell 4840000524

distance 0.276 · cross-district

#13 · Bhandaracell 4710000581

distance 0.277

#14 · Bhandaracell 4710000794

distance 0.278

#15 · Chandrapurcell 4730009697

distance 0.282 · cross-district

#16 · Gadchirolicell 4750011928

distance 0.285 · cross-district

#17 · Bhandaracell 4710000577

distance 0.287

#18 · Bhandaracell 4710000625

distance 0.288

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":471,"cluster_id":4710000751}}}'

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.