Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002636

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690002367

distance 0.18 · cross-district

#2 · Parbhanicell 4890002726

distance 0.185

#3 · Parbhanicell 4890003349

distance 0.188

#4 · Ahmednagarcell 4660010448

distance 0.203 · cross-district

#5 · Parbhanicell 4890002721

distance 0.203

#6 · Solapurcell 4960006683

distance 0.205 · cross-district

#7 · Ahmednagarcell 4660009613

distance 0.206 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000165

distance 0.207 · cross-district

#9 · Parbhanicell 4890003154

distance 0.211

#10 · Ahmednagarcell 4660010450

distance 0.211 · cross-district

#11 · Parbhanicell 4890002913

distance 0.212

#12 · Parbhanicell 4890002063

distance 0.212

#13 · Ahmednagarcell 4660002090

distance 0.213 · cross-district

#14 · Parbhanicell 4890002570

distance 0.215

#15 · Beedcell 4700008200

distance 0.216 · cross-district

#16 · Ahmednagarcell 4660004705

distance 0.216 · cross-district

#17 · Parbhanicell 4890003125

distance 0.217

#18 · Beedcell 4700006255

distance 0.217 · 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":4890002636}}}'

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.