Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005794

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001667

distance 0.159 · cross-district

#2 · Beedcell 4700006495

distance 0.179

#3 · Beedcell 4700005036

distance 0.188

#4 · Ahmednagarcell 4660004548

distance 0.193 · cross-district

#5 · Ahmednagarcell 4660004714

distance 0.197 · cross-district

#6 · Kolhapurcell 4800001959

distance 0.201 · cross-district

#7 · Ahmednagarcell 4660004374

distance 0.202 · cross-district

#8 · Beedcell 4700006363

distance 0.208

#9 · Beedcell 4700006358

distance 0.208

#10 · Beedcell 4700003148

distance 0.211

#11 · Kolhapurcell 4800001724

distance 0.211 · cross-district

#12 · Ahmednagarcell 4660004536

distance 0.211 · cross-district

#13 · Ahmednagarcell 4660005072

distance 0.212 · cross-district

#14 · Ahmednagarcell 4660004289

distance 0.216 · cross-district

#15 · Ahmednagarcell 4660004454

distance 0.219 · cross-district

#16 · Kolhapurcell 4800002310

distance 0.219 · cross-district

#17 · Ahmednagarcell 4660005065

distance 0.221 · cross-district

#18 · Ahmednagarcell 4660005166

distance 0.222 · 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":4700005794}}}'

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.