Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002899

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002740

distance 0.164

#2 · Ahmednagarcell 4660009641

distance 0.185 · cross-district

#3 · Parbhanicell 4890002154

distance 0.195

#4 · Amravaticell 4680006761

distance 0.202 · cross-district

#5 · Ahmednagarcell 4660009607

distance 0.217 · cross-district

#6 · Solapurcell 4960004853

distance 0.222 · cross-district

#7 · Parbhanicell 4890002388

distance 0.223

#8 · Solapurcell 4960005372

distance 0.225 · cross-district

#9 · Beedcell 4700003970

distance 0.226 · cross-district

#10 · Nashikcell 4870007825

distance 0.227 · cross-district

#11 · Parbhanicell 4890002468

distance 0.229

#12 · Buldhanacell 4720000997

distance 0.23 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003134

distance 0.231 · cross-district

#14 · Parbhanicell 4890003374

distance 0.231

#15 · Parbhanicell 4890001406

distance 0.231

#16 · Beedcell 4700005885

distance 0.233 · cross-district

#17 · Beedcell 4700002129

distance 0.234 · cross-district

#18 · Beedcell 4700007270

distance 0.234 · 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":4890002899}}}'

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.