Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002319

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005183

distance 0.214 · cross-district

#2 · Buldhanacell 4720002235

distance 0.245 · cross-district

#3 · Ahmednagarcell 4660005294

distance 0.246 · cross-district

#4 · Beedcell 4700005531

distance 0.254

#5 · Beedcell 4700008217

distance 0.259

#6 · Solapurcell 4960006801

distance 0.26 · cross-district

#7 · Dharashivcell 4880004130

distance 0.263 · cross-district

#8 · Dharashivcell 4880003760

distance 0.267 · cross-district

#9 · Solapurcell 4960004693

distance 0.268 · cross-district

#10 · Ahmednagarcell 4660002430

distance 0.268 · cross-district

#11 · Solapurcell 4960011281

distance 0.271 · cross-district

#12 · Jalgaoncell 4780001288

distance 0.276 · cross-district

#13 · Solapurcell 4960012272

distance 0.278 · cross-district

#14 · Solapurcell 4960004130

distance 0.287 · cross-district

#15 · Dharashivcell 4880003248

distance 0.289 · cross-district

#16 · Beedcell 4700001694

distance 0.289

#17 · Ahmednagarcell 4660002931

distance 0.29 · cross-district

#18 · Beedcell 4700005840

distance 0.29

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":4700002319}}}'

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.