Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007721

The MH-36 locality cells most similar to this Buldhana 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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004302

distance 0.208 · cross-district

#2 · Buldhanacell 4720006741

distance 0.232

#3 · Nashikcell 4870000840

distance 0.241 · cross-district

#4 · Akolacell 4670001954

distance 0.241 · cross-district

#5 · Solapurcell 4960001663

distance 0.257 · cross-district

#6 · Buldhanacell 4720000813

distance 0.264

#7 · Akolacell 4670001878

distance 0.273 · cross-district

#8 · Buldhanacell 4720003651

distance 0.274

#9 · Solapurcell 4960002289

distance 0.276 · cross-district

#10 · Amravaticell 4680004596

distance 0.277 · cross-district

#11 · Ahmednagarcell 4660013123

distance 0.277 · cross-district

#12 · Solapurcell 4960000237

distance 0.278 · cross-district

#13 · Buldhanacell 4720007226

distance 0.278

#14 · Akolacell 4670002999

distance 0.279 · cross-district

#15 · Akolacell 4670001533

distance 0.291 · cross-district

#16 · Ahmednagarcell 4660014152

distance 0.293 · cross-district

#17 · Washimcell 4990004321

distance 0.294 · cross-district

#18 · Solapurcell 4960001425

distance 0.299 · 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":472,"cluster_id":4720007721}}}'

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.