Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003979

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006006

distance 0.234 · cross-district

#2 · Kolhapurcell 4800005705

distance 0.243 · cross-district

#3 · Yavatmalcell 5000001748

distance 0.25 · cross-district

#4 · Kolhapurcell 4800005379

distance 0.255 · cross-district

#5 · Nagpurcell 4840001544

distance 0.257 · cross-district

#6 · Jalgaoncell 4780010077

distance 0.259 · cross-district

#7 · Nagpurcell 4840002719

distance 0.272 · cross-district

#8 · Kolhapurcell 4800005465

distance 0.273 · cross-district

#9 · Laturcell 4810003571

distance 0.278 · cross-district

#10 · Nagpurcell 4840002329

distance 0.278 · cross-district

#11 · Amravaticell 4680004712

distance 0.279 · cross-district

#12 · Nagpurcell 4840007297

distance 0.28 · cross-district

#13 · Beedcell 4700001025

distance 0.286

#14 · Laturcell 4810003467

distance 0.287 · cross-district

#15 · Nagpurcell 4840002623

distance 0.287 · cross-district

#16 · Beedcell 4700003288

distance 0.288

#17 · Ahmednagarcell 4660011215

distance 0.292 · cross-district

#18 · Nagpurcell 4840002535

distance 0.292 · 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":4700003979}}}'

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.