Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000167

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000002

distance 0.16

#2 · Parbhanicell 4890000212

distance 0.161

#3 · Beedcell 4700001088

distance 0.169 · cross-district

#4 · Parbhanicell 4890000217

distance 0.187

#5 · Beedcell 4700000421

distance 0.188 · cross-district

#6 · Laturcell 4810005921

distance 0.189 · cross-district

#7 · Laturcell 4810005603

distance 0.192 · cross-district

#8 · Laturcell 4810005749

distance 0.204 · cross-district

#9 · Parbhanicell 4890001256

distance 0.21

#10 · Parbhanicell 4890000335

distance 0.21

#11 · Nandedcell 4850002790

distance 0.21 · cross-district

#12 · Parbhanicell 4890000171

distance 0.212

#13 · Beedcell 4700000719

distance 0.214 · cross-district

#14 · Parbhanicell 4890001388

distance 0.215

#15 · Laturcell 4810004411

distance 0.218 · cross-district

#16 · Parbhanicell 4890000116

distance 0.221

#17 · Dharashivcell 4880005357

distance 0.222 · cross-district

#18 · Beedcell 4700001507

distance 0.222 · 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":4890000167}}}'

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.