Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002484

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001210

distance 0.263 · cross-district

#2 · Jalgaoncell 4780005214

distance 0.271 · cross-district

#3 · Bhandaracell 4710001300

distance 0.282

#4 · Bhandaracell 4710002389

distance 0.283

#5 · Bhandaracell 4710002521

distance 0.293

#6 · Bhandaracell 4710001442

distance 0.299

#7 · Bhandaracell 4710003380

distance 0.303

#8 · Nagpurcell 4840002115

distance 0.303 · cross-district

#9 · Bhandaracell 4710002250

distance 0.304

#10 · Bhandaracell 4710001253

distance 0.31

#11 · Bhandaracell 4710003424

distance 0.317

#12 · Bhandaracell 4710002081

distance 0.318

#13 · Wardhacell 4980000977

distance 0.32 · cross-district

#14 · Bhandaracell 4710002437

distance 0.32

#15 · Gondiacell 4760004345

distance 0.322 · cross-district

#16 · Gondiacell 4760002134

distance 0.326 · cross-district

#17 · Bhandaracell 4710000349

distance 0.329

#18 · Gondiacell 4760003287

distance 0.332 · 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":4710002484}}}'

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.