Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002006

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002003

distance 0.201

#2 · Gondiacell 4760001146

distance 0.262 · cross-district

#3 · Bhandaracell 4710003122

distance 0.272

#4 · Bhandaracell 4710002785

distance 0.278

#5 · Bhandaracell 4710002174

distance 0.285

#6 · Bhandaracell 4710000900

distance 0.287

#7 · Bhandaracell 4710001894

distance 0.287

#8 · Bhandaracell 4710002326

distance 0.291

#9 · Bhandaracell 4710000336

distance 0.296

#10 · Bhandaracell 4710002180

distance 0.302

#11 · Bhandaracell 4710001036

distance 0.302

#12 · Gondiacell 4760001821

distance 0.313 · cross-district

#13 · Gondiacell 4760001784

distance 0.322 · cross-district

#14 · Bhandaracell 4710003504

distance 0.324

#15 · Nagpurcell 4840004511

distance 0.324 · cross-district

#16 · Nagpurcell 4840005894

distance 0.325 · cross-district

#17 · Nagpurcell 4840005090

distance 0.325 · cross-district

#18 · Bhandaracell 4710002175

distance 0.328

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":4710002006}}}'

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.