Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002952

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000165

distance 0.228 · cross-district

#2 · Beedcell 4700002953

distance 0.266

#3 · Parbhanicell 4890000220

distance 0.269 · cross-district

#4 · Ahmednagarcell 4660006183

distance 0.282 · cross-district

#5 · Parbhanicell 4890000013

distance 0.288 · cross-district

#6 · Laturcell 4810005543

distance 0.293 · cross-district

#7 · Dharashivcell 4880005357

distance 0.294 · cross-district

#8 · Beedcell 4700008149

distance 0.295

#9 · Beedcell 4700002779

distance 0.296

#10 · Kolhapurcell 4800005696

distance 0.297 · cross-district

#11 · Parbhanicell 4890000167

distance 0.301 · cross-district

#12 · Laturcell 4810006132

distance 0.301 · cross-district

#13 · Jalnacell 4790003991

distance 0.301 · cross-district

#14 · Parbhanicell 4890000002

distance 0.302 · cross-district

#15 · Kolhapurcell 4800005369

distance 0.303 · cross-district

#16 · Parbhanicell 4890000212

distance 0.305 · cross-district

#17 · Nashikcell 4870005616

distance 0.305 · cross-district

#18 · Sanglicell 4930003654

distance 0.306 · 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":4700002952}}}'

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.