Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001413

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001429

distance 0.164

#2 · Nagpurcell 4840001830

distance 0.189 · cross-district

#3 · Bhandaracell 4710001852

distance 0.194

#4 · Nagpurcell 4840002756

distance 0.206 · cross-district

#5 · Bhandaracell 4710001579

distance 0.218

#6 · Gondiacell 4760003207

distance 0.221 · cross-district

#7 · Gondiacell 4760002396

distance 0.226 · cross-district

#8 · Bhandaracell 4710001024

distance 0.227

#9 · Bhandaracell 4710000933

distance 0.229

#10 · Gondiacell 4760000978

distance 0.23 · cross-district

#11 · Nagpurcell 4840001029

distance 0.241 · cross-district

#12 · Bhandaracell 4710002847

distance 0.243

#13 · Gadchirolicell 4750012421

distance 0.245 · cross-district

#14 · Nagpurcell 4840002851

distance 0.245 · cross-district

#15 · Wardhacell 4980002520

distance 0.246 · cross-district

#16 · Bhandaracell 4710001168

distance 0.248

#17 · Gondiacell 4760000810

distance 0.251 · cross-district

#18 · Gondiacell 4760003280

distance 0.251 · 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":4710001413}}}'

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.