Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000113

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000090

distance 0.157

#2 · Parbhanicell 4890000117

distance 0.179

#3 · Parbhanicell 4890000091

distance 0.185

#4 · Nandedcell 4850002255

distance 0.196 · cross-district

#5 · Nandedcell 4850002256

distance 0.197 · cross-district

#6 · Nandedcell 4850001157

distance 0.2 · cross-district

#7 · Beedcell 4700008030

distance 0.21 · cross-district

#8 · Nandedcell 4850000994

distance 0.21 · cross-district

#9 · Parbhanicell 4890000346

distance 0.215

#10 · Laturcell 4810006111

distance 0.217 · cross-district

#11 · Nandedcell 4850001158

distance 0.219 · cross-district

#12 · Parbhanicell 4890001886

distance 0.22

#13 · Parbhanicell 4890001550

distance 0.221

#14 · Parbhanicell 4890000066

distance 0.221

#15 · Ahmednagarcell 4660006341

distance 0.222 · cross-district

#16 · Dharashivcell 4880003876

distance 0.222 · cross-district

#17 · Parbhanicell 4890001884

distance 0.223

#18 · Parbhanicell 4890000085

distance 0.223

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":4890000113}}}'

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.