Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003563

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002903

distance 0.137

#2 · Parbhanicell 4890001728

distance 0.142

#3 · Jalnacell 4790001047

distance 0.149 · cross-district

#4 · Parbhanicell 4890002335

distance 0.17

#5 · Parbhanicell 4890002391

distance 0.178

#6 · Parbhanicell 4890001823

distance 0.18

#7 · Washimcell 4990000447

distance 0.183 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003078

distance 0.186 · cross-district

#9 · Jalgaoncell 4780000269

distance 0.186 · cross-district

#10 · Beedcell 4700006942

distance 0.186 · cross-district

#11 · Amravaticell 4680006907

distance 0.187 · cross-district

#12 · Parbhanicell 4890002829

distance 0.188

#13 · Parbhanicell 4890004237

distance 0.188

#14 · Parbhanicell 4890002150

distance 0.189

#15 · Solapurcell 4960010174

distance 0.189 · cross-district

#16 · Parbhanicell 4890001643

distance 0.19

#17 · Parbhanicell 4890003466

distance 0.19

#18 · Beedcell 4700007137

distance 0.191 · 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":4890003563}}}'

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.