Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007408

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002636

distance 0.241 · cross-district

#2 · Beedcell 4700008250

distance 0.246

#3 · Beedcell 4700007677

distance 0.253

#4 · Dharashivcell 4880006305

distance 0.256 · cross-district

#5 · Ahmednagarcell 4660009597

distance 0.258 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690007765

distance 0.258 · cross-district

#7 · Solapurcell 4960005766

distance 0.262 · cross-district

#8 · Ahmednagarcell 4660001035

distance 0.262 · cross-district

#9 · Ahmednagarcell 4660010435

distance 0.262 · cross-district

#10 · Solapurcell 4960012409

distance 0.262 · cross-district

#11 · Ahmednagarcell 4660008431

distance 0.263 · cross-district

#12 · Beedcell 4700005081

distance 0.263

#13 · Ahmednagarcell 4660009606

distance 0.264 · cross-district

#14 · Sanglicell 4930003957

distance 0.267 · cross-district

#15 · Beedcell 4700001676

distance 0.267

#16 · Beedcell 4700007499

distance 0.269

#17 · Ahmednagarcell 4660001108

distance 0.27 · cross-district

#18 · Sanglicell 4930000167

distance 0.274 · 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":4700007408}}}'

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.