Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000140

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000326

distance 0.151

#2 · Parbhanicell 4890000133

distance 0.163

#3 · Parbhanicell 4890000058

distance 0.167

#4 · Parbhanicell 4890000450

distance 0.169

#5 · Parbhanicell 4890000318

distance 0.172

#6 · Parbhanicell 4890000549

distance 0.176

#7 · Parbhanicell 4890000219

distance 0.177

#8 · Beedcell 4700001502

distance 0.179 · cross-district

#9 · Parbhanicell 4890000193

distance 0.187

#10 · Parbhanicell 4890001123

distance 0.192

#11 · Parbhanicell 4890000304

distance 0.192

#12 · Nandedcell 4850002247

distance 0.193 · cross-district

#13 · Parbhanicell 4890000206

distance 0.193

#14 · Nandedcell 4850003249

distance 0.197 · cross-district

#15 · Nandedcell 4850002971

distance 0.198 · cross-district

#16 · Parbhanicell 4890000634

distance 0.198

#17 · Parbhanicell 4890001183

distance 0.199

#18 · Laturcell 4810005939

distance 0.199 · 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":4890000140}}}'

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.