Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007721

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008190

distance 0.068

#2 · Beedcell 4700008538

distance 0.1

#3 · Jalnacell 4790000045

distance 0.113 · cross-district

#4 · Beedcell 4700008606

distance 0.119

#5 · Parbhanicell 4890003213

distance 0.12 · cross-district

#6 · Laturcell 4810003698

distance 0.121 · cross-district

#7 · Jalnacell 4790000250

distance 0.124 · cross-district

#8 · Jalnacell 4790000173

distance 0.124 · cross-district

#9 · Jalnacell 4790000160

distance 0.125 · cross-district

#10 · Jalnacell 4790000066

distance 0.128 · cross-district

#11 · Parbhanicell 4890002140

distance 0.128 · cross-district

#12 · Laturcell 4810004098

distance 0.131 · cross-district

#13 · Beedcell 4700008966

distance 0.133

#14 · Beedcell 4700008460

distance 0.136

#15 · Laturcell 4810004205

distance 0.136 · cross-district

#16 · Parbhanicell 4890003483

distance 0.137 · cross-district

#17 · Beedcell 4700008587

distance 0.137

#18 · Beedcell 4700008191

distance 0.138

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":4700007721}}}'

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.