Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001419

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 4890001572

distance 0.107

#2 · Parbhanicell 4890001826

distance 0.177

#3 · Jalnacell 4790004101

distance 0.179 · cross-district

#4 · Solapurcell 4960003265

distance 0.18 · cross-district

#5 · Solapurcell 4960003135

distance 0.184 · cross-district

#6 · Buldhanacell 4720006345

distance 0.185 · cross-district

#7 · Solapurcell 4960003136

distance 0.185 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002161

distance 0.186 · cross-district

#9 · Solapurcell 4960008460

distance 0.187 · cross-district

#10 · Dharashivcell 4880004083

distance 0.187 · cross-district

#11 · Solapurcell 4960003402

distance 0.193 · cross-district

#12 · Beedcell 4700007463

distance 0.196 · cross-district

#13 · Jalgaoncell 4780005525

distance 0.197 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001874

distance 0.199 · cross-district

#15 · Solapurcell 4960003076

distance 0.2 · cross-district

#16 · Parbhanicell 4890004111

distance 0.2

#17 · Buldhanacell 4720001455

distance 0.202 · cross-district

#18 · Jalgaoncell 4780001420

distance 0.203 · 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":4890001419}}}'

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.