Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002188

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.371

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003377

distance 0.371 · cross-district

#2 · Nagpurcell 4840003858

distance 0.387 · cross-district

#3 · Nagpurcell 4840001077

distance 0.421 · cross-district

#4 · Nagpurcell 4840004393

distance 0.429 · cross-district

#5 · Beedcell 4700001188

distance 0.431 · cross-district

#6 · Wardhacell 4980001755

distance 0.435 · cross-district

#7 · Chandrapurcell 4730003462

distance 0.443 · cross-district

#8 · Bhandaracell 4710002185

distance 0.449

#9 · Kolhapurcell 4800004173

distance 0.461 · cross-district

#10 · Chandrapurcell 4730003317

distance 0.462 · cross-district

#11 · Nagpurcell 4840004601

distance 0.472 · cross-district

#12 · Chandrapurcell 4730004514

distance 0.477 · cross-district

#13 · Wardhacell 4980002770

distance 0.48 · cross-district

#14 · Gondiacell 4760004014

distance 0.494 · cross-district

#15 · Chandrapurcell 4730002512

distance 0.498 · cross-district

#16 · Nagpurcell 4840004733

distance 0.499 · cross-district

#17 · Buldhanacell 4720001708

distance 0.501 · cross-district

#18 · Gondiacell 4760003862

distance 0.501 · 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":4710002188}}}'

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.