Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002292

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000953

distance 0.238

#2 · Gondiacell 4760003566

distance 0.24 · cross-district

#3 · Bhandaracell 4710000992

distance 0.254

#4 · Gondiacell 4760003729

distance 0.254 · cross-district

#5 · Bhandaracell 4710001274

distance 0.266

#6 · Gondiacell 4760004083

distance 0.268 · cross-district

#7 · Bhandaracell 4710002350

distance 0.27

#8 · Gondiacell 4760002694

distance 0.271 · cross-district

#9 · Bhandaracell 4710001812

distance 0.282

#10 · Parbhanicell 4890005286

distance 0.288 · cross-district

#11 · Gondiacell 4760003347

distance 0.298 · cross-district

#12 · Bhandaracell 4710002030

distance 0.301

#13 · Amravaticell 4680002124

distance 0.302 · cross-district

#14 · Bhandaracell 4710002391

distance 0.302

#15 · Hingolicell 4770003318

distance 0.306 · cross-district

#16 · Nagpurcell 4840001736

distance 0.309 · cross-district

#17 · Bhandaracell 4710002922

distance 0.313

#18 · Nagpurcell 4840006008

distance 0.313 · 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":4710002292}}}'

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.