Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001905

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001684

distance 0.206

#2 · Bhandaracell 4710001860

distance 0.215

#3 · Bhandaracell 4710002031

distance 0.226

#4 · Wardhacell 4980002596

distance 0.229 · cross-district

#5 · Bhandaracell 4710001315

distance 0.238

#6 · Gondiacell 4760003502

distance 0.242 · cross-district

#7 · Nagpurcell 4840001830

distance 0.245 · cross-district

#8 · Bhandaracell 4710001480

distance 0.251

#9 · Gondiacell 4760003218

distance 0.252 · cross-district

#10 · Nagpurcell 4840002191

distance 0.253 · cross-district

#11 · Bhandaracell 4710002388

distance 0.259

#12 · Wardhacell 4980002520

distance 0.261 · cross-district

#13 · Nagpurcell 4840003510

distance 0.262 · cross-district

#14 · Bhandaracell 4710002664

distance 0.275

#15 · Bhandaracell 4710001574

distance 0.275

#16 · Bhandaracell 4710001462

distance 0.276

#17 · Gondiacell 4760003285

distance 0.277 · cross-district

#18 · Bhandaracell 4710001852

distance 0.283

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":4710001905}}}'

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.