Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790005708

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690008497

distance 0.165 · cross-district

#2 · Jalnacell 4790005666

distance 0.177

#3 · Jalnacell 4790005676

distance 0.224

#4 · Jalnacell 4790002401

distance 0.225

#5 · Beedcell 4700005709

distance 0.233 · cross-district

#6 · Parbhanicell 4890005358

distance 0.234 · cross-district

#7 · Jalnacell 4790002234

distance 0.238

#8 · Parbhanicell 4890005096

distance 0.251 · cross-district

#9 · Buldhanacell 4720004277

distance 0.251 · cross-district

#10 · Akolacell 4670000325

distance 0.252 · cross-district

#11 · Parbhanicell 4890004815

distance 0.256 · cross-district

#12 · Beedcell 4700006555

distance 0.256 · cross-district

#13 · Buldhanacell 4720003287

distance 0.258 · cross-district

#14 · Jalgaoncell 4780006267

distance 0.259 · cross-district

#15 · Parbhanicell 4890004325

distance 0.263 · cross-district

#16 · Nagpurcell 4840004554

distance 0.264 · cross-district

#17 · Jalnacell 4790005755

distance 0.266

#18 · Wardhacell 4980004706

distance 0.266 · 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":4790005708}}}'

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.