Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001263

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002272

distance 0.149

#2 · Nagpurcell 4840004109

distance 0.213 · cross-district

#3 · Gondiacell 4760002014

distance 0.245 · cross-district

#4 · Nagpurcell 4840007545

distance 0.252 · cross-district

#5 · Bhandaracell 4710002230

distance 0.271

#6 · Yavatmalcell 5000010022

distance 0.274 · cross-district

#7 · Gondiacell 4760001742

distance 0.274 · cross-district

#8 · Nagpurcell 4840004003

distance 0.274 · cross-district

#9 · Bhandaracell 4710002931

distance 0.276

#10 · Bhandaracell 4710001820

distance 0.276

#11 · Yavatmalcell 5000006377

distance 0.283 · cross-district

#12 · Gondiacell 4760000928

distance 0.284 · cross-district

#13 · Gondiacell 4760000621

distance 0.289 · cross-district

#14 · Nagpurcell 4840000722

distance 0.29 · cross-district

#15 · Bhandaracell 4710000978

distance 0.291

#16 · Bhandaracell 4710001700

distance 0.292

#17 · Nagpurcell 4840002655

distance 0.294 · cross-district

#18 · Gadchirolicell 4750012398

distance 0.295 · 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":471,"cluster_id":4710001263}}}'

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.