Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002175

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003023

distance 0.141

#2 · Dharashivcell 4880005535

distance 0.147 · cross-district

#3 · Dharashivcell 4880005537

distance 0.152 · cross-district

#4 · Dharashivcell 4880004575

distance 0.158 · cross-district

#5 · Dharashivcell 4880006307

distance 0.158 · cross-district

#6 · Ahmednagarcell 4660002229

distance 0.162 · cross-district

#7 · Beedcell 4700002006

distance 0.163

#8 · Beedcell 4700002674

distance 0.165

#9 · Beedcell 4700003002

distance 0.165

#10 · Ahmednagarcell 4660002214

distance 0.168 · cross-district

#11 · Beedcell 4700001249

distance 0.171

#12 · Dharashivcell 4880005888

distance 0.175 · cross-district

#13 · Dharashivcell 4880006457

distance 0.177 · cross-district

#14 · Dharashivcell 4880006456

distance 0.19 · cross-district

#15 · Dharashivcell 4880005617

distance 0.195 · cross-district

#16 · Beedcell 4700002167

distance 0.196

#17 · Ahmednagarcell 4660002223

distance 0.199 · cross-district

#18 · Dharashivcell 4880006388

distance 0.203 · 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":4700002175}}}'

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.