Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003347

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002486

distance 0.193

#2 · Ahmednagarcell 4660002222

distance 0.196 · cross-district

#3 · Beedcell 4700003017

distance 0.205

#4 · Dharashivcell 4880003237

distance 0.219 · cross-district

#5 · Ahmednagarcell 4660002685

distance 0.222 · cross-district

#6 · Dharashivcell 4880005626

distance 0.224 · cross-district

#7 · Ahmednagarcell 4660001919

distance 0.226 · cross-district

#8 · Beedcell 4700002000

distance 0.226

#9 · Ahmednagarcell 4660003001

distance 0.226 · cross-district

#10 · Dharashivcell 4880005440

distance 0.227 · cross-district

#11 · Dharashivcell 4880004497

distance 0.228 · cross-district

#12 · Beedcell 4700003352

distance 0.231

#13 · Solapurcell 4960012289

distance 0.232 · cross-district

#14 · Ahmednagarcell 4660002509

distance 0.234 · cross-district

#15 · Solapurcell 4960000826

distance 0.237 · cross-district

#16 · Dharashivcell 4880005368

distance 0.239 · cross-district

#17 · Dharashivcell 4880004327

distance 0.24 · cross-district

#18 · Ahmednagarcell 4660001710

distance 0.241 · 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":4700003347}}}'

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.