Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001270

The MH-36 locality cells most similar to this Jalna 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002878

distance 0.187 · cross-district

#2 · Jalnacell 4790002047

distance 0.207

#3 · Parbhanicell 4890002636

distance 0.231 · cross-district

#4 · Parbhanicell 4890003125

distance 0.234 · cross-district

#5 · Beedcell 4700005589

distance 0.236 · cross-district

#6 · Beedcell 4700006963

distance 0.238 · cross-district

#7 · Buldhanacell 4720002539

distance 0.245 · cross-district

#8 · Buldhanacell 4720001058

distance 0.252 · cross-district

#9 · Beedcell 4700002243

distance 0.257 · cross-district

#10 · Jalnacell 4790000615

distance 0.258

#11 · Solapurcell 4960006022

distance 0.262 · cross-district

#12 · Ahmednagarcell 4660009613

distance 0.266 · cross-district

#13 · Beedcell 4700001300

distance 0.268 · cross-district

#14 · Solapurcell 4960007732

distance 0.273 · cross-district

#15 · Beedcell 4700008189

distance 0.273 · cross-district

#16 · Laturcell 4810004792

distance 0.275 · cross-district

#17 · Jalnacell 4790001958

distance 0.277

#18 · Chhatrapati Sambhajinagarcell 4690002057

distance 0.277 · 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":479,"cluster_id":4790001270}}}'

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.