Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008673

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000660

distance 0.171 · cross-district

#2 · Laturcell 4810004099

distance 0.173 · cross-district

#3 · Laturcell 4810003999

distance 0.174 · cross-district

#4 · Hingolicell 4770000507

distance 0.179 · cross-district

#5 · Ahmednagarcell 4660013064

distance 0.184 · cross-district

#6 · Nandedcell 4850002146

distance 0.19 · cross-district

#7 · Washimcell 4990002451

distance 0.194 · cross-district

#8 · Hingolicell 4770000505

distance 0.195 · cross-district

#9 · Hingolicell 4770000406

distance 0.2 · cross-district

#10 · Hingolicell 4770000497

distance 0.2 · cross-district

#11 · Ahmednagarcell 4660009772

distance 0.201 · cross-district

#12 · Hingolicell 4770000561

distance 0.202 · cross-district

#13 · Jalnacell 4790000070

distance 0.202 · cross-district

#14 · Nandedcell 4850001183

distance 0.203 · cross-district

#15 · Laturcell 4810004095

distance 0.203 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002224

distance 0.203 · cross-district

#17 · Hingolicell 4770000556

distance 0.204 · cross-district

#18 · Solapurcell 4960007720

distance 0.206 · 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":4700008673}}}'

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.