Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001356

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001420

distance 0.19

#2 · Bhandaracell 4710001549

distance 0.208

#3 · Bhandaracell 4710001056

distance 0.21

#4 · Gondiacell 4760003506

distance 0.24 · cross-district

#5 · Bhandaracell 4710001649

distance 0.243

#6 · Bhandaracell 4710001234

distance 0.246

#7 · Bhandaracell 4710002295

distance 0.25

#8 · Bhandaracell 4710001424

distance 0.251

#9 · Gondiacell 4760002617

distance 0.251 · cross-district

#10 · Nagpurcell 4840003514

distance 0.254 · cross-district

#11 · Bhandaracell 4710001112

distance 0.257

#12 · Wardhacell 4980002037

distance 0.26 · cross-district

#13 · Gondiacell 4760003205

distance 0.261 · cross-district

#14 · Nagpurcell 4840001903

distance 0.263 · cross-district

#15 · Amravaticell 4680008754

distance 0.266 · cross-district

#16 · Gondiacell 4760003277

distance 0.267 · cross-district

#17 · Bhandaracell 4710001867

distance 0.271

#18 · Bhandaracell 4710003506

distance 0.274

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":4710001356}}}'

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.