Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001076

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000612

distance 0.133

#2 · Nandedcell 4850002969

distance 0.146 · cross-district

#3 · Parbhanicell 4890000231

distance 0.15

#4 · Parbhanicell 4890001072

distance 0.164

#5 · Nandedcell 4850001849

distance 0.17 · cross-district

#6 · Nandedcell 4850002268

distance 0.179 · cross-district

#7 · Dharashivcell 4880006187

distance 0.183 · cross-district

#8 · Nandedcell 4850001530

distance 0.184 · cross-district

#9 · Parbhanicell 4890000363

distance 0.184

#10 · Laturcell 4810005793

distance 0.184 · cross-district

#11 · Parbhanicell 4890000243

distance 0.185

#12 · Laturcell 4810005572

distance 0.185 · cross-district

#13 · Nandedcell 4850001910

distance 0.187 · cross-district

#14 · Nandedcell 4850002105

distance 0.187 · cross-district

#15 · Parbhanicell 4890000452

distance 0.191

#16 · Parbhanicell 4890000784

distance 0.192

#17 · Solapurcell 4960003567

distance 0.197 · cross-district

#18 · Parbhanicell 4890000355

distance 0.199

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":4890001076}}}'

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.