Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004115

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

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003296

distance 0.339 · cross-district

#2 · Nagpurcell 4840003759

distance 0.341 · cross-district

#3 · Beedcell 4700001024

distance 0.348 · cross-district

#4 · Buldhanacell 4720000817

distance 0.357 · cross-district

#5 · Nagpurcell 4840003567

distance 0.363 · cross-district

#6 · Laturcell 4810003168

distance 0.366 · cross-district

#7 · Parbhanicell 4890002758

distance 0.367 · cross-district

#8 · Kolhapurcell 4800004252

distance 0.367 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002589

distance 0.368 · cross-district

#10 · Amravaticell 4680001947

distance 0.379 · cross-district

#11 · Jalgaoncell 4780006210

distance 0.383 · cross-district

#12 · Beedcell 4700005259

distance 0.384 · cross-district

#13 · Nagpurcell 4840002899

distance 0.388 · cross-district

#14 · Nagpurcell 4840003960

distance 0.392 · cross-district

#15 · Nagpurcell 4840002803

distance 0.395 · cross-district

#16 · Nagpurcell 4840003287

distance 0.395 · cross-district

#17 · Solapurcell 4960005507

distance 0.401 · cross-district

#18 · Buldhanacell 4720005828

distance 0.401 · 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":4790004115}}}'

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.