Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007871

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005507

distance 0.199 · cross-district

#2 · Buldhanacell 4720004002

distance 0.206

#3 · Akolacell 4670004341

distance 0.213 · cross-district

#4 · Amravaticell 4680002438

distance 0.213 · cross-district

#5 · Akolacell 4670002591

distance 0.214 · cross-district

#6 · Buldhanacell 4720006498

distance 0.239

#7 · Buldhanacell 4720007682

distance 0.241

#8 · Buldhanacell 4720006690

distance 0.249

#9 · Akolacell 4670004165

distance 0.253 · cross-district

#10 · Buldhanacell 4720007533

distance 0.254

#11 · Akolacell 4670003254

distance 0.264 · cross-district

#12 · Parbhanicell 4890004352

distance 0.265 · cross-district

#13 · Amravaticell 4680002661

distance 0.268 · cross-district

#14 · Akolacell 4670001182

distance 0.272 · cross-district

#15 · Jalgaoncell 4780005083

distance 0.28 · cross-district

#16 · Amravaticell 4680003437

distance 0.28 · cross-district

#17 · Nagpurcell 4840006792

distance 0.28 · cross-district

#18 · Parbhanicell 4890004462

distance 0.281 · 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":4720007871}}}'

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.