Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000519

The MH-36 locality cells most similar to this Parbhani 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001229

distance 0.113 · cross-district

#2 · Parbhanicell 4890001564

distance 0.119

#3 · Parbhanicell 4890000625

distance 0.128

#4 · Parbhanicell 4890001562

distance 0.132

#5 · Parbhanicell 4890001212

distance 0.135

#6 · Amravaticell 4680001230

distance 0.136 · cross-district

#7 · Buldhanacell 4720004052

distance 0.14 · cross-district

#8 · Buldhanacell 4720000352

distance 0.14 · cross-district

#9 · Parbhanicell 4890001987

distance 0.141

#10 · Buldhanacell 4720006879

distance 0.141 · cross-district

#11 · Akolacell 4670001346

distance 0.141 · cross-district

#12 · Parbhanicell 4890001334

distance 0.143

#13 · Washimcell 4990003434

distance 0.144 · cross-district

#14 · Parbhanicell 4890001646

distance 0.145

#15 · Parbhanicell 4890001644

distance 0.146

#16 · Akolacell 4670001411

distance 0.147 · cross-district

#17 · Washimcell 4990004260

distance 0.149 · cross-district

#18 · Parbhanicell 4890000733

distance 0.149

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":489,"cluster_id":4890000519}}}'

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.