Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003436

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002326

distance 0.196

#2 · Gondiacell 4760001964

distance 0.215 · cross-district

#3 · Nagpurcell 4840005894

distance 0.245 · cross-district

#4 · Bhandaracell 4710002120

distance 0.247

#5 · Gondiacell 4760003042

distance 0.251 · cross-district

#6 · Nagpurcell 4840005769

distance 0.252 · cross-district

#7 · Gondiacell 4760001784

distance 0.254 · cross-district

#8 · Gondiacell 4760000903

distance 0.254 · cross-district

#9 · Bhandaracell 4710001885

distance 0.255

#10 · Nagpurcell 4840000184

distance 0.257 · cross-district

#11 · Bhandaracell 4710000911

distance 0.263

#12 · Bhandaracell 4710003055

distance 0.264

#13 · Nagpurcell 4840001833

distance 0.264 · cross-district

#14 · Bhandaracell 4710003434

distance 0.265

#15 · Gondiacell 4760002118

distance 0.265 · cross-district

#16 · Gondiacell 4760002561

distance 0.266 · cross-district

#17 · Gondiacell 4760001841

distance 0.266 · cross-district

#18 · Nagpurcell 4840002291

distance 0.266 · 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":4710003436}}}'

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.