Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004010

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003774

distance 0.163

#2 · Solapurcell 4960008754

distance 0.224 · cross-district

#3 · Akolacell 4670001548

distance 0.228 · cross-district

#4 · Akolacell 4670000784

distance 0.229 · cross-district

#5 · Amravaticell 4680001844

distance 0.244 · cross-district

#6 · Buldhanacell 4720001677

distance 0.245

#7 · Nashikcell 4870011682

distance 0.249 · cross-district

#8 · Nandedcell 4850000127

distance 0.249 · cross-district

#9 · Buldhanacell 4720003917

distance 0.25

#10 · Beedcell 4700001336

distance 0.251 · cross-district

#11 · Solapurcell 4960009647

distance 0.252 · cross-district

#12 · Akolacell 4670000705

distance 0.255 · cross-district

#13 · Laturcell 4810000718

distance 0.255 · cross-district

#14 · Laturcell 4810000264

distance 0.255 · cross-district

#15 · Dharashivcell 4880002769

distance 0.256 · cross-district

#16 · Buldhanacell 4720005246

distance 0.257

#17 · Jalgaoncell 4780006442

distance 0.259 · cross-district

#18 · Solapurcell 4960000185

distance 0.262 · 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":4720004010}}}'

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.