Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004800

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008932

distance 0.202

#2 · Beedcell 4700006979

distance 0.222

#3 · Beedcell 4700007537

distance 0.226

#4 · Beedcell 4700008634

distance 0.227

#5 · Beedcell 4700007523

distance 0.232

#6 · Kolhapurcell 4800004265

distance 0.235 · cross-district

#7 · Laturcell 4810000501

distance 0.245 · cross-district

#8 · Kolhapurcell 4800004671

distance 0.246 · cross-district

#9 · Parbhanicell 4890002087

distance 0.247 · cross-district

#10 · Laturcell 4810002210

distance 0.249 · cross-district

#11 · Beedcell 4700008835

distance 0.25

#12 · Nandedcell 4850004390

distance 0.25 · cross-district

#13 · Solapurcell 4960011451

distance 0.255 · cross-district

#14 · Parbhanicell 4890001633

distance 0.255 · cross-district

#15 · Laturcell 4810002633

distance 0.258 · cross-district

#16 · Laturcell 4810001914

distance 0.259 · cross-district

#17 · Laturcell 4810002994

distance 0.26 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000009

distance 0.261 · 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":4700004800}}}'

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.