Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720005752

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007148

distance 0.187 · cross-district

#2 · Akolacell 4670000277

distance 0.2 · cross-district

#3 · Solapurcell 4960001667

distance 0.2 · cross-district

#4 · Solapurcell 4960002387

distance 0.21 · cross-district

#5 · Amravaticell 4680000860

distance 0.217 · cross-district

#6 · Amravaticell 4680000275

distance 0.225 · cross-district

#7 · Akolacell 4670001832

distance 0.227 · cross-district

#8 · Buldhanacell 4720004039

distance 0.228

#9 · Buldhanacell 4720006574

distance 0.229

#10 · Akolacell 4670003557

distance 0.232 · cross-district

#11 · Amravaticell 4680002982

distance 0.236 · cross-district

#12 · Washimcell 4990003710

distance 0.238 · cross-district

#13 · Laturcell 4810000539

distance 0.238 · cross-district

#14 · Buldhanacell 4720006063

distance 0.241

#15 · Akolacell 4670003881

distance 0.243 · cross-district

#16 · Jalgaoncell 4780003733

distance 0.245 · cross-district

#17 · Hingolicell 4770001398

distance 0.246 · cross-district

#18 · Solapurcell 4960003208

distance 0.247 · 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":4720005752}}}'

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.