Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003287

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003805

distance 0.132

#2 · Beedcell 4700002948

distance 0.189

#3 · Ahmednagarcell 4660012649

distance 0.2 · cross-district

#4 · Nagpurcell 4840002063

distance 0.21 · cross-district

#5 · Jalgaoncell 4780000287

distance 0.21 · cross-district

#6 · Jalgaoncell 4780000977

distance 0.221 · cross-district

#7 · Parbhanicell 4890000324

distance 0.223 · cross-district

#8 · Kolhapurcell 4800005115

distance 0.228 · cross-district

#9 · Nagpurcell 4840001697

distance 0.23 · cross-district

#10 · Nagpurcell 4840002791

distance 0.231 · cross-district

#11 · Nagpurcell 4840002601

distance 0.231 · cross-district

#12 · Wardhacell 4980000725

distance 0.232 · cross-district

#13 · Nagpurcell 4840002348

distance 0.233 · cross-district

#14 · Jalgaoncell 4780000183

distance 0.234 · cross-district

#15 · Jalgaoncell 4780000237

distance 0.236 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005945

distance 0.236 · cross-district

#17 · Nagpurcell 4840001604

distance 0.237 · cross-district

#18 · Nagpurcell 4840002353

distance 0.237 · 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":4700003287}}}'

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.