Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001814

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002697

distance 0.192 · cross-district

#2 · Bhandaracell 4710001053

distance 0.219

#3 · Bhandaracell 4710001549

distance 0.224

#4 · Bhandaracell 4710001473

distance 0.226

#5 · Bhandaracell 4710002028

distance 0.229

#6 · Bhandaracell 4710001867

distance 0.231

#7 · Nagpurcell 4840001473

distance 0.237 · cross-district

#8 · Bhandaracell 4710001718

distance 0.243

#9 · Nagpurcell 4840002478

distance 0.249 · cross-district

#10 · Bhandaracell 4710001183

distance 0.253

#11 · Bhandaracell 4710002342

distance 0.256

#12 · Gondiacell 4760002778

distance 0.259 · cross-district

#13 · Gondiacell 4760000557

distance 0.259 · cross-district

#14 · Bhandaracell 4710001448

distance 0.261

#15 · Gondiacell 4760003887

distance 0.261 · cross-district

#16 · Nagpurcell 4840000063

distance 0.264 · cross-district

#17 · Gondiacell 4760002861

distance 0.264 · cross-district

#18 · Gondiacell 4760002617

distance 0.267 · 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":4710001814}}}'

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.