Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002136

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001850

distance 0.193

#2 · Bhandaracell 4710001687

distance 0.206

#3 · Bhandaracell 4710001742

distance 0.21

#4 · Gondiacell 4760003370

distance 0.256 · cross-district

#5 · Gondiacell 4760002095

distance 0.277 · cross-district

#6 · Gondiacell 4760003688

distance 0.29 · cross-district

#7 · Bhandaracell 4710002089

distance 0.292

#8 · Bhandaracell 4710003263

distance 0.297

#9 · Gondiacell 4760002286

distance 0.299 · cross-district

#10 · Jalgaoncell 4780006818

distance 0.304 · cross-district

#11 · Bhandaracell 4710000964

distance 0.308

#12 · Gondiacell 4760002229

distance 0.309 · cross-district

#13 · Gondiacell 4760001992

distance 0.309 · cross-district

#14 · Gondiacell 4760004001

distance 0.309 · cross-district

#15 · Bhandaracell 4710001202

distance 0.309

#16 · Bhandaracell 4710003410

distance 0.313

#17 · Nagpurcell 4840003049

distance 0.314 · cross-district

#18 · Nagpurcell 4840002573

distance 0.315 · 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":4710002136}}}'

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.