Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001213

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001089

distance 0.146

#2 · Laturcell 4810005968

distance 0.154 · cross-district

#3 · Laturcell 4810005870

distance 0.161 · cross-district

#4 · Dharashivcell 4880003004

distance 0.172 · cross-district

#5 · Beedcell 4700001504

distance 0.174

#6 · Laturcell 4810005687

distance 0.175 · cross-district

#7 · Sanglicell 4930002258

distance 0.176 · cross-district

#8 · Beedcell 4700001801

distance 0.177

#9 · Parbhanicell 4890000138

distance 0.177 · cross-district

#10 · Beedcell 4700001497

distance 0.179

#11 · Dharashivcell 4880002180

distance 0.18 · cross-district

#12 · Laturcell 4810003112

distance 0.181 · cross-district

#13 · Nandedcell 4850004251

distance 0.181 · cross-district

#14 · Parbhanicell 4890000022

distance 0.181 · cross-district

#15 · Sanglicell 4930002134

distance 0.183 · cross-district

#16 · Sanglicell 4930005609

distance 0.183 · cross-district

#17 · Sanglicell 4930005689

distance 0.183 · cross-district

#18 · Laturcell 4810000441

distance 0.183 · 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":4700001213}}}'

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.