Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004144

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004455

distance 0.168

#2 · Parbhanicell 4890004465

distance 0.174

#3 · Chhatrapati Sambhajinagarcell 4690007117

distance 0.174 · cross-district

#4 · Parbhanicell 4890004503

distance 0.175

#5 · Parbhanicell 4890004556

distance 0.18

#6 · Jalnacell 4790001295

distance 0.18 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007241

distance 0.182 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690006991

distance 0.182 · cross-district

#9 · Jalnacell 4790000313

distance 0.185 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006232

distance 0.188 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690006151

distance 0.192 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690007318

distance 0.193 · cross-district

#13 · Jalnacell 4790000998

distance 0.194 · cross-district

#14 · Parbhanicell 4890004082

distance 0.197

#15 · Chhatrapati Sambhajinagarcell 4690006972

distance 0.197 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690007309

distance 0.197 · cross-district

#17 · Jalnacell 4790001074

distance 0.209 · cross-district

#18 · Hingolicell 4770000537

distance 0.209 · 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":4890004144}}}'

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.