Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002146

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002722

distance 0.137

#2 · Parbhanicell 4890002736

distance 0.14

#3 · Parbhanicell 4890001409

distance 0.145

#4 · Parbhanicell 4890001731

distance 0.15

#5 · Parbhanicell 4890002332

distance 0.154

#6 · Solapurcell 4960003677

distance 0.156 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003178

distance 0.158 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004254

distance 0.163 · cross-district

#9 · Parbhanicell 4890001926

distance 0.163

#10 · Parbhanicell 4890002069

distance 0.164

#11 · Jalnacell 4790000171

distance 0.164 · cross-district

#12 · Ahmednagarcell 4660001012

distance 0.165 · cross-district

#13 · Beedcell 4700006672

distance 0.165 · cross-district

#14 · Parbhanicell 4890003362

distance 0.165

#15 · Chhatrapati Sambhajinagarcell 4690001497

distance 0.168 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001078

distance 0.169 · cross-district

#17 · Beedcell 4700007029

distance 0.17 · cross-district

#18 · Beedcell 4700004489

distance 0.17 · 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":4890002146}}}'

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.