Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001440

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.436

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001163

distance 0.436

#2 · Bhandaracell 4710001097

distance 0.451

#3 · Bhandaracell 4710001715

distance 0.511

#4 · Bhandaracell 4710000925

distance 0.543

#5 · Chandrapurcell 4730009323

distance 0.548 · cross-district

#6 · Bhandaracell 4710002685

distance 0.58

#7 · Bhandaracell 4710001835

distance 0.59

#8 · Nagpurcell 4840006927

distance 0.59 · cross-district

#9 · Nagpurcell 4840004992

distance 0.592 · cross-district

#10 · Bhandaracell 4710001195

distance 0.598

#11 · Bhandaracell 4710001033

distance 0.601

#12 · Bhandaracell 4710001439

distance 0.602

#13 · Bhandaracell 4710001295

distance 0.605

#14 · Nagpurcell 4840004165

distance 0.605 · cross-district

#15 · Bhandaracell 4710003060

distance 0.607

#16 · Bhandaracell 4710000912

distance 0.608

#17 · Gondiacell 4760000432

distance 0.61 · cross-district

#18 · Nagpurcell 4840003515

distance 0.611 · 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":4710001440}}}'

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.