Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004307

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005279

distance 0.158 · cross-district

#2 · Washimcell 4990001176

distance 0.217 · cross-district

#3 · Beedcell 4700000281

distance 0.222 · cross-district

#4 · Buldhanacell 4720003042

distance 0.229 · cross-district

#5 · Buldhanacell 4720002235

distance 0.233 · cross-district

#6 · Jalnacell 4790005387

distance 0.234

#7 · Buldhanacell 4720004961

distance 0.238 · cross-district

#8 · Beedcell 4700000544

distance 0.239 · cross-district

#9 · Jalnacell 4790005203

distance 0.24

#10 · Buldhanacell 4720000222

distance 0.243 · cross-district

#11 · Parbhanicell 4890003759

distance 0.243 · cross-district

#12 · Amravaticell 4680001378

distance 0.244 · cross-district

#13 · Solapurcell 4960006801

distance 0.245 · cross-district

#14 · Buldhanacell 4720002288

distance 0.245 · cross-district

#15 · Solapurcell 4960002344

distance 0.246 · cross-district

#16 · Amravaticell 4680008414

distance 0.251 · cross-district

#17 · Beedcell 4700000212

distance 0.252 · cross-district

#18 · Washimcell 4990001171

distance 0.252 · 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":4790004307}}}'

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.