Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001731

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001143

distance 0.18 · cross-district

#2 · Bhandaracell 4710001668

distance 0.208

#3 · Bhandaracell 4710001473

distance 0.237

#4 · Gondiacell 4760000557

distance 0.247 · cross-district

#5 · Bhandaracell 4710000924

distance 0.266

#6 · Bhandaracell 4710001718

distance 0.286

#7 · Gondiacell 4760001597

distance 0.294 · cross-district

#8 · Bhandaracell 4710001733

distance 0.304

#9 · Bhandaracell 4710001609

distance 0.304

#10 · Bhandaracell 4710000922

distance 0.305

#11 · Nagpurcell 4840006141

distance 0.305 · cross-district

#12 · Bhandaracell 4710001653

distance 0.306

#13 · Bhandaracell 4710001729

distance 0.31

#14 · Gondiacell 4760000894

distance 0.311 · cross-district

#15 · Bhandaracell 4710001123

distance 0.312

#16 · Bhandaracell 4710002597

distance 0.312

#17 · Wardhacell 4980002308

distance 0.317 · cross-district

#18 · Nagpurcell 4840004763

distance 0.318 · 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":4710001731}}}'

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.