Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002170

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002330

distance 0.139

#2 · Dharashivcell 4880005231

distance 0.144 · cross-district

#3 · Beedcell 4700001695

distance 0.174

#4 · Dharashivcell 4880004962

distance 0.2 · cross-district

#5 · Dharashivcell 4880005966

distance 0.213 · cross-district

#6 · Solapurcell 4960000482

distance 0.219 · cross-district

#7 · Beedcell 4700002472

distance 0.234

#8 · Beedcell 4700003015

distance 0.235

#9 · Solapurcell 4960012296

distance 0.253 · cross-district

#10 · Dharashivcell 4880004765

distance 0.259 · cross-district

#11 · Dharashivcell 4880005175

distance 0.266 · cross-district

#12 · Ahmednagarcell 4660001613

distance 0.266 · cross-district

#13 · Dharashivcell 4880004140

distance 0.269 · cross-district

#14 · Dharashivcell 4880005343

distance 0.27 · cross-district

#15 · Ahmednagarcell 4660008310

distance 0.271 · cross-district

#16 · Dharashivcell 4880005046

distance 0.272 · cross-district

#17 · Dharashivcell 4880006109

distance 0.273 · cross-district

#18 · Dharashivcell 4880003841

distance 0.276 · 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":4700002170}}}'

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.