Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000596

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001124

distance 0.126

#2 · Parbhanicell 4890000554

distance 0.134

#3 · Parbhanicell 4890000948

distance 0.144

#4 · Parbhanicell 4890001187

distance 0.145

#5 · Nandedcell 4850003248

distance 0.16 · cross-district

#6 · Parbhanicell 4890000889

distance 0.162

#7 · Parbhanicell 4890000480

distance 0.166

#8 · Parbhanicell 4890000396

distance 0.17

#9 · Parbhanicell 4890000525

distance 0.17

#10 · Laturcell 4810005936

distance 0.175 · cross-district

#11 · Beedcell 4700001354

distance 0.18 · cross-district

#12 · Beedcell 4700008640

distance 0.181 · cross-district

#13 · Washimcell 4990001369

distance 0.182 · cross-district

#14 · Parbhanicell 4890000227

distance 0.183

#15 · Parbhanicell 4890000269

distance 0.185

#16 · Buldhanacell 4720001588

distance 0.187 · cross-district

#17 · Jalnacell 4790002553

distance 0.187 · cross-district

#18 · Parbhanicell 4890001192

distance 0.19

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":4890000596}}}'

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.