Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002952

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

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002244

distance 0.229

#2 · Bhandaracell 4710002949

distance 0.229

#3 · Gondiacell 4760003417

distance 0.242 · cross-district

#4 · Amravaticell 4680009291

distance 0.262 · cross-district

#5 · Bhandaracell 4710002343

distance 0.266

#6 · Amravaticell 4680009773

distance 0.273 · cross-district

#7 · Amravaticell 4680009016

distance 0.277 · cross-district

#8 · Bhandaracell 4710001415

distance 0.277

#9 · Bhandaracell 4710002295

distance 0.28

#10 · Nagpurcell 4840001639

distance 0.283 · cross-district

#11 · Bhandaracell 4710001151

distance 0.283

#12 · Gondiacell 4760002782

distance 0.288 · cross-district

#13 · Gondiacell 4760003418

distance 0.295 · cross-district

#14 · Nagpurcell 4840001736

distance 0.296 · cross-district

#15 · Bhandaracell 4710000989

distance 0.299

#16 · Bhandaracell 4710002191

distance 0.302

#17 · Bhandaracell 4710000936

distance 0.302

#18 · Gondiacell 4760003275

distance 0.303 · 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":4710002952}}}'

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.