Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004167

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003660

distance 0.128

#2 · Ahmednagarcell 4660010097

distance 0.145 · cross-district

#3 · Ahmednagarcell 4660005256

distance 0.148 · cross-district

#4 · Beedcell 4700005480

distance 0.149

#5 · Dharashivcell 4880006205

distance 0.153 · cross-district

#6 · Ahmednagarcell 4660001549

distance 0.153 · cross-district

#7 · Beedcell 4700005044

distance 0.154

#8 · Ahmednagarcell 4660009426

distance 0.158 · cross-district

#9 · Ahmednagarcell 4660001078

distance 0.166 · cross-district

#10 · Dharashivcell 4880006385

distance 0.17 · cross-district

#11 · Ahmednagarcell 4660005399

distance 0.171 · cross-district

#12 · Beedcell 4700004852

distance 0.176

#13 · Beedcell 4700005911

distance 0.176

#14 · Solapurcell 4960005599

distance 0.176 · cross-district

#15 · Buldhanacell 4720002439

distance 0.177 · cross-district

#16 · Beedcell 4700003990

distance 0.18

#17 · Beedcell 4700003132

distance 0.18

#18 · Beedcell 4700003133

distance 0.181

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":4700004167}}}'

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.