Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000464

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000279

distance 0.143

#2 · Parbhanicell 4890000267

distance 0.174

#3 · Chhatrapati Sambhajinagarcell 4690000450

distance 0.182 · cross-district

#4 · Parbhanicell 4890000334

distance 0.185

#5 · Nandedcell 4850004314

distance 0.195 · cross-district

#6 · Parbhanicell 4890001194

distance 0.198

#7 · Parbhanicell 4890001132

distance 0.199

#8 · Parbhanicell 4890000496

distance 0.201

#9 · Parbhanicell 4890000743

distance 0.202

#10 · Laturcell 4810005863

distance 0.206 · cross-district

#11 · Parbhanicell 4890000082

distance 0.209

#12 · Laturcell 4810005677

distance 0.21 · cross-district

#13 · Parbhanicell 4890000456

distance 0.211

#14 · Parbhanicell 4890000230

distance 0.215

#15 · Beedcell 4700001654

distance 0.215 · cross-district

#16 · Laturcell 4810005563

distance 0.215 · cross-district

#17 · Parbhanicell 4890000194

distance 0.216

#18 · Beedcell 4700000952

distance 0.22 · 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":489,"cluster_id":4890000464}}}'

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.