Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005456

The MH-36 locality cells most similar to this Beed 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005682

distance 0.298 · cross-district

#2 · Laturcell 4810003479

distance 0.314 · cross-district

#3 · Laturcell 4810002411

distance 0.317 · cross-district

#4 · Solapurcell 4960005935

distance 0.328 · cross-district

#5 · Buldhanacell 4720000638

distance 0.329 · cross-district

#6 · Nandedcell 4850008074

distance 0.356 · cross-district

#7 · Solapurcell 4960009841

distance 0.359 · cross-district

#8 · Akolacell 4670000930

distance 0.359 · cross-district

#9 · Solapurcell 4960002328

distance 0.362 · cross-district

#10 · Kolhapurcell 4800004408

distance 0.363 · cross-district

#11 · Sanglicell 4930002200

distance 0.364 · cross-district

#12 · Amravaticell 4680001960

distance 0.373 · cross-district

#13 · Laturcell 4810003688

distance 0.374 · cross-district

#14 · Ahmednagarcell 4660011578

distance 0.377 · cross-district

#15 · Jalnacell 4790001235

distance 0.378 · cross-district

#16 · Kolhapurcell 4800005015

distance 0.378 · cross-district

#17 · Kolhapurcell 4800004864

distance 0.38 · cross-district

#18 · Laturcell 4810003576

distance 0.382 · 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":470,"cluster_id":4700005456}}}'

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.