Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008230

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007859

distance 0.15

#2 · Sanglicell 4930000582

distance 0.188 · cross-district

#3 · Ahmednagarcell 4660005295

distance 0.203 · cross-district

#4 · Solapurcell 4960000433

distance 0.203 · cross-district

#5 · Solapurcell 4960000371

distance 0.206 · cross-district

#6 · Beedcell 4700008474

distance 0.207

#7 · Ahmednagarcell 4660008314

distance 0.208 · cross-district

#8 · Ahmednagarcell 4660000865

distance 0.211 · cross-district

#9 · Sanglicell 4930002968

distance 0.215 · cross-district

#10 · Ahmednagarcell 4660006115

distance 0.217 · cross-district

#11 · Dharashivcell 4880003287

distance 0.218 · cross-district

#12 · Beedcell 4700008615

distance 0.223

#13 · Sanglicell 4930004330

distance 0.226 · cross-district

#14 · Beedcell 4700007507

distance 0.226

#15 · Sanglicell 4930000666

distance 0.228 · cross-district

#16 · Dharashivcell 4880003186

distance 0.229 · cross-district

#17 · Ahmednagarcell 4660007855

distance 0.23 · cross-district

#18 · Solapurcell 4960000920

distance 0.231 · 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":4700008230}}}'

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.