Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001572

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001419

distance 0.107

#2 · Chhatrapati Sambhajinagarcell 4690002161

distance 0.181 · cross-district

#3 · Solapurcell 4960003136

distance 0.188 · cross-district

#4 · Buldhanacell 4720001455

distance 0.191 · cross-district

#5 · Solapurcell 4960008460

distance 0.194 · cross-district

#6 · Beedcell 4700007463

distance 0.195 · cross-district

#7 · Jalnacell 4790004101

distance 0.197 · cross-district

#8 · Solapurcell 4960003402

distance 0.206 · cross-district

#9 · Solapurcell 4960003135

distance 0.208 · cross-district

#10 · Buldhanacell 4720006345

distance 0.209 · cross-district

#11 · Parbhanicell 4890001826

distance 0.209

#12 · Dharashivcell 4880004083

distance 0.21 · cross-district

#13 · Solapurcell 4960002379

distance 0.212 · cross-district

#14 · Solapurcell 4960003076

distance 0.213 · cross-district

#15 · Buldhanacell 4720006283

distance 0.217 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000718

distance 0.218 · cross-district

#17 · Jalnacell 4790001219

distance 0.221 · cross-district

#18 · Sanglicell 4930005475

distance 0.221 · 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":4890001572}}}'

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.