Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001428

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001364

distance 0.324 · cross-district

#2 · Chandrapurcell 4730002928

distance 0.347 · cross-district

#3 · Wardhacell 4980003325

distance 0.359 · cross-district

#4 · Jalgaoncell 4780005920

distance 0.362 · cross-district

#5 · Jalgaoncell 4780006387

distance 0.365 · cross-district

#6 · Yavatmalcell 5000011274

distance 0.372 · cross-district

#7 · Bhandaracell 4710002338

distance 0.382

#8 · Nagpurcell 4840001953

distance 0.391 · cross-district

#9 · Laturcell 4810001414

distance 0.394 · cross-district

#10 · Jalgaoncell 4780005642

distance 0.398 · cross-district

#11 · Yavatmalcell 5000010764

distance 0.399 · cross-district

#12 · Laturcell 4810003364

distance 0.402 · cross-district

#13 · Laturcell 4810002945

distance 0.404 · cross-district

#14 · Laturcell 4810003063

distance 0.41 · cross-district

#15 · Jalnacell 4790003263

distance 0.41 · cross-district

#16 · Buldhanacell 4720006158

distance 0.411 · cross-district

#17 · Nagpurcell 4840001858

distance 0.413 · cross-district

#18 · Gondiacell 4760003344

distance 0.413 · 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":4710001428}}}'

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.