Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001628

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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001029

distance 0.214

#2 · Bhandaracell 4710001189

distance 0.221

#3 · Bhandaracell 4710001331

distance 0.239

#4 · Bhandaracell 4710001188

distance 0.287

#5 · Bhandaracell 4710001787

distance 0.302

#6 · Bhandaracell 4710001662

distance 0.305

#7 · Bhandaracell 4710001234

distance 0.314

#8 · Gondiacell 4760000804

distance 0.317 · cross-district

#9 · Bhandaracell 4710000995

distance 0.317

#10 · Gadchirolicell 4750010900

distance 0.318 · cross-district

#11 · Gondiacell 4760001142

distance 0.318 · cross-district

#12 · Bhandaracell 4710001474

distance 0.319

#13 · Bhandaracell 4710003506

distance 0.321

#14 · Nagpurcell 4840004997

distance 0.322 · cross-district

#15 · Bhandaracell 4710001482

distance 0.322

#16 · Bhandaracell 4710001485

distance 0.328

#17 · Yavatmalcell 5000006512

distance 0.334 · cross-district

#18 · Bhandaracell 4710000996

distance 0.334

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":4710001628}}}'

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.