Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003420

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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004224

distance 0.082 · cross-district

#2 · Gondiacell 4760003429

distance 0.133 · cross-district

#3 · Gondiacell 4760003427

distance 0.145 · cross-district

#4 · Wardhacell 4980003242

distance 0.153 · cross-district

#5 · Gondiacell 4760003562

distance 0.153 · cross-district

#6 · Gondiacell 4760003947

distance 0.154 · cross-district

#7 · Gondiacell 4760003354

distance 0.155 · cross-district

#8 · Bhandaracell 4710001464

distance 0.155

#9 · Gondiacell 4760003355

distance 0.16 · cross-district

#10 · Gondiacell 4760003621

distance 0.163 · cross-district

#11 · Bhandaracell 4710001254

distance 0.163

#12 · Bhandaracell 4710003421

distance 0.166

#13 · Bhandaracell 4710001558

distance 0.167

#14 · Bhandaracell 4710001822

distance 0.168

#15 · Bhandaracell 4710003423

distance 0.168

#16 · Gondiacell 4760003850

distance 0.17 · cross-district

#17 · Bhandaracell 4710001437

distance 0.17

#18 · Gondiacell 4760003432

distance 0.171 · 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":4710003420}}}'

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.