Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002480

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002928

distance 0.188 · cross-district

#2 · Ahmednagarcell 4660002998

distance 0.189 · cross-district

#3 · Beedcell 4700004224

distance 0.203

#4 · Beedcell 4700002649

distance 0.206

#5 · Beedcell 4700003333

distance 0.214

#6 · Beedcell 4700002817

distance 0.235

#7 · Ahmednagarcell 4660003067

distance 0.237 · cross-district

#8 · Beedcell 4700002991

distance 0.243

#9 · Beedcell 4700004052

distance 0.247

#10 · Beedcell 4700002315

distance 0.25

#11 · Beedcell 4700003372

distance 0.25

#12 · Beedcell 4700001994

distance 0.255

#13 · Beedcell 4700002153

distance 0.256

#14 · Beedcell 4700004401

distance 0.257

#15 · Ahmednagarcell 4660007117

distance 0.257 · cross-district

#16 · Beedcell 4700004734

distance 0.26

#17 · Dharashivcell 4880003738

distance 0.261 · cross-district

#18 · Beedcell 4700004220

distance 0.265

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":4700002480}}}'

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.