Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001494

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001937

distance 0.218 · cross-district

#2 · Bhandaracell 4710001972

distance 0.263

#3 · Bhandaracell 4710002490

distance 0.279

#4 · Nagpurcell 4840004004

distance 0.297 · cross-district

#5 · Nagpurcell 4840002370

distance 0.299 · cross-district

#6 · Bhandaracell 4710001557

distance 0.303

#7 · Gondiacell 4760003133

distance 0.305 · cross-district

#8 · Bhandaracell 4710001319

distance 0.307

#9 · Bhandaracell 4710001695

distance 0.31

#10 · Bhandaracell 4710001538

distance 0.314

#11 · Chandrapurcell 4730008076

distance 0.315 · cross-district

#12 · Wardhacell 4980001671

distance 0.32 · cross-district

#13 · Bhandaracell 4710000212

distance 0.322

#14 · Nagpurcell 4840000757

distance 0.326 · cross-district

#15 · Bhandaracell 4710001318

distance 0.329

#16 · Bhandaracell 4710001537

distance 0.329

#17 · Chandrapurcell 4730008012

distance 0.332 · cross-district

#18 · Jalgaoncell 4780004978

distance 0.332 · 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":4710001494}}}'

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.