Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000435

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000644

distance 0.225

#2 · Bhandaracell 4710000645

distance 0.24

#3 · Bhandaracell 4710000966

distance 0.264

#4 · Gondiacell 4760000375

distance 0.27 · cross-district

#5 · Bhandaracell 4710001252

distance 0.274

#6 · Bhandaracell 4710001130

distance 0.277

#7 · Bhandaracell 4710001242

distance 0.294

#8 · Wardhacell 4980000176

distance 0.304 · cross-district

#9 · Bhandaracell 4710000478

distance 0.306

#10 · Bhandaracell 4710000690

distance 0.306

#11 · Chandrapurcell 4730008993

distance 0.31 · cross-district

#12 · Bhandaracell 4710000688

distance 0.312

#13 · Bhandaracell 4710001244

distance 0.313

#14 · Bhandaracell 4710000522

distance 0.313

#15 · Chandrapurcell 4730004402

distance 0.314 · cross-district

#16 · Nagpurcell 4840000902

distance 0.317 · cross-district

#17 · Bhandaracell 4710001892

distance 0.32

#18 · Chandrapurcell 4730007560

distance 0.322 · 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":4710000435}}}'

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.