Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000968

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000347

distance 0.188 · cross-district

#2 · Jalnacell 4790001728

distance 0.214

#3 · Parbhanicell 4890004488

distance 0.22 · cross-district

#4 · Ahmednagarcell 4660012690

distance 0.222 · cross-district

#5 · Beedcell 4700007170

distance 0.226 · cross-district

#6 · Jalnacell 4790001370

distance 0.234

#7 · Buldhanacell 4720002461

distance 0.237 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000787

distance 0.237 · cross-district

#9 · Beedcell 4700007443

distance 0.237 · cross-district

#10 · Laturcell 4810004917

distance 0.238 · cross-district

#11 · Jalnacell 4790001727

distance 0.241

#12 · Buldhanacell 4720001177

distance 0.242 · cross-district

#13 · Solapurcell 4960011290

distance 0.246 · cross-district

#14 · Jalnacell 4790000967

distance 0.247

#15 · Nandedcell 4850002047

distance 0.251 · cross-district

#16 · Beedcell 4700007540

distance 0.251 · cross-district

#17 · Parbhanicell 4890004440

distance 0.255 · cross-district

#18 · Washimcell 4990001322

distance 0.261 · 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":4790000968}}}'

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.