Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002570

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003359

distance 0.175

#2 · Beedcell 4700004660

distance 0.176 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000775

distance 0.181 · cross-district

#4 · Ahmednagarcell 4660010616

distance 0.182 · cross-district

#5 · Ahmednagarcell 4660000850

distance 0.183 · cross-district

#6 · Parbhanicell 4890002721

distance 0.187

#7 · Beedcell 4700007461

distance 0.188 · cross-district

#8 · Parbhanicell 4890003158

distance 0.189

#9 · Chhatrapati Sambhajinagarcell 4690001427

distance 0.189 · cross-district

#10 · Beedcell 4700006770

distance 0.189 · cross-district

#11 · Ahmednagarcell 4660009135

distance 0.191 · cross-district

#12 · Solapurcell 4960012611

distance 0.191 · cross-district

#13 · Solapurcell 4960012360

distance 0.191 · cross-district

#14 · Parbhanicell 4890002394

distance 0.192

#15 · Parbhanicell 4890002157

distance 0.192

#16 · Parbhanicell 4890002726

distance 0.193

#17 · Beedcell 4700005941

distance 0.194 · cross-district

#18 · Parbhanicell 4890001929

distance 0.196

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":4890002570}}}'

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.