Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008543

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700009008

distance 0.196

#2 · Beedcell 4700008947

distance 0.226

#3 · Beedcell 4700007283

distance 0.242

#4 · Chandrapurcell 4730002821

distance 0.274 · cross-district

#5 · Ahmednagarcell 4660014032

distance 0.277 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003653

distance 0.283 · cross-district

#7 · Parbhanicell 4890001492

distance 0.285 · cross-district

#8 · Beedcell 4700008674

distance 0.288

#9 · Beedcell 4700009004

distance 0.288

#10 · Jalnacell 4790000266

distance 0.292 · cross-district

#11 · Ahmednagarcell 4660013378

distance 0.294 · cross-district

#12 · Nandedcell 4850007027

distance 0.296 · cross-district

#13 · Ahmednagarcell 4660000292

distance 0.297 · cross-district

#14 · Ahmednagarcell 4660012532

distance 0.297 · cross-district

#15 · Ahmednagarcell 4660014279

distance 0.298 · cross-district

#16 · Yavatmalcell 5000002763

distance 0.299 · cross-district

#17 · Beedcell 4700001116

distance 0.302

#18 · Beedcell 4700001302

distance 0.302

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":4700008543}}}'

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.