Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003157

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003169

distance 0.179

#2 · Parbhanicell 4890001666

distance 0.19

#3 · Parbhanicell 4890002420

distance 0.198

#4 · Parbhanicell 4890002721

distance 0.201

#5 · Chhatrapati Sambhajinagarcell 4690003279

distance 0.204 · cross-district

#6 · Ahmednagarcell 4660001291

distance 0.207 · cross-district

#7 · Beedcell 4700008109

distance 0.211 · cross-district

#8 · Parbhanicell 4890003203

distance 0.215

#9 · Parbhanicell 4890002143

distance 0.216

#10 · Ahmednagarcell 4660009787

distance 0.219 · cross-district

#11 · Parbhanicell 4890003207

distance 0.221

#12 · Ahmednagarcell 4660009776

distance 0.23 · cross-district

#13 · Parbhanicell 4890003337

distance 0.231

#14 · Chhatrapati Sambhajinagarcell 4690001780

distance 0.232 · cross-district

#15 · Parbhanicell 4890002063

distance 0.232

#16 · Chhatrapati Sambhajinagarcell 4690001583

distance 0.233 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000036

distance 0.234 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002506

distance 0.235 · 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":4890003157}}}'

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.