Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002439

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

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003357

distance 0.236 · cross-district

#2 · Gondiacell 4760003352

distance 0.241 · cross-district

#3 · Gondiacell 4760000922

distance 0.241 · cross-district

#4 · Gondiacell 4760001142

distance 0.27 · cross-district

#5 · Bhandaracell 4710001463

distance 0.28

#6 · Gondiacell 4760003219

distance 0.284 · cross-district

#7 · Nagpurcell 4840000260

distance 0.293 · cross-district

#8 · Gondiacell 4760003122

distance 0.309 · cross-district

#9 · Bhandaracell 4710002030

distance 0.31

#10 · Nagpurcell 4840002563

distance 0.311 · cross-district

#11 · Gondiacell 4760004083

distance 0.311 · cross-district

#12 · Wardhacell 4980002451

distance 0.312 · cross-district

#13 · Gondiacell 4760001561

distance 0.312 · cross-district

#14 · Bhandaracell 4710001089

distance 0.314

#15 · Gondiacell 4760001452

distance 0.315 · cross-district

#16 · Gondiacell 4760000917

distance 0.315 · cross-district

#17 · Wardhacell 4980001742

distance 0.315 · cross-district

#18 · Nagpurcell 4840001140

distance 0.317 · 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":4710002439}}}'

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.