Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007819

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007640

distance 0.184

#2 · Beedcell 4700007548

distance 0.2

#3 · Chhatrapati Sambhajinagarcell 4690003865

distance 0.22 · cross-district

#4 · Jalnacell 4790002460

distance 0.227 · cross-district

#5 · Beedcell 4700007639

distance 0.231

#6 · Beedcell 4700008286

distance 0.233

#7 · Beedcell 4700007932

distance 0.235

#8 · Parbhanicell 4890003496

distance 0.238 · cross-district

#9 · Nandedcell 4850001019

distance 0.24 · cross-district

#10 · Jalnacell 4790000163

distance 0.24 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004522

distance 0.241 · cross-district

#12 · Solapurcell 4960005015

distance 0.242 · cross-district

#13 · Beedcell 4700007604

distance 0.243

#14 · Parbhanicell 4890002974

distance 0.246 · cross-district

#15 · Parbhanicell 4890003352

distance 0.246 · cross-district

#16 · Buldhanacell 4720004201

distance 0.247 · cross-district

#17 · Jalnacell 4790001557

distance 0.247 · cross-district

#18 · Nandedcell 4850001072

distance 0.248 · 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":4700007819}}}'

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.