Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000616

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000529

distance 0.129

#2 · Bhandaracell 4710000572

distance 0.175

#3 · Gondiacell 4760000480

distance 0.19 · cross-district

#4 · Bhandaracell 4710001567

distance 0.197

#5 · Bhandaracell 4710003381

distance 0.2

#6 · Chandrapurcell 4730008918

distance 0.201 · cross-district

#7 · Bhandaracell 4710000743

distance 0.204

#8 · Bhandaracell 4710000206

distance 0.212

#9 · Chandrapurcell 4730007583

distance 0.215 · cross-district

#10 · Chandrapurcell 4730008844

distance 0.219 · cross-district

#11 · Gondiacell 4760000040

distance 0.221 · cross-district

#12 · Gondiacell 4760000612

distance 0.226 · cross-district

#13 · Chandrapurcell 4730007361

distance 0.229 · cross-district

#14 · Bhandaracell 4710000605

distance 0.232

#15 · Nagpurcell 4840007774

distance 0.232 · cross-district

#16 · Chandrapurcell 4730008769

distance 0.232 · cross-district

#17 · Bhandaracell 4710001667

distance 0.233

#18 · Chandrapurcell 4730009259

distance 0.233 · 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":4710000616}}}'

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.