Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002023

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002347

distance 0.149

#2 · Dharashivcell 4880006395

distance 0.172 · cross-district

#3 · Beedcell 4700002186

distance 0.176

#4 · Beedcell 4700001427

distance 0.192

#5 · Sanglicell 4930001736

distance 0.194 · cross-district

#6 · Beedcell 4700001877

distance 0.198

#7 · Dharashivcell 4880002413

distance 0.2 · cross-district

#8 · Beedcell 4700001263

distance 0.202

#9 · Beedcell 4700006682

distance 0.203

#10 · Beedcell 4700002351

distance 0.206

#11 · Beedcell 4700002179

distance 0.207

#12 · Ahmednagarcell 4660010440

distance 0.207 · cross-district

#13 · Beedcell 4700006645

distance 0.211

#14 · Sanglicell 4930002070

distance 0.211 · cross-district

#15 · Laturcell 4810001324

distance 0.212 · cross-district

#16 · Ahmednagarcell 4660001069

distance 0.214 · cross-district

#17 · Beedcell 4700001711

distance 0.215

#18 · Sanglicell 4930002780

distance 0.216 · 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":4700002023}}}'

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.