Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004449

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000315

distance 0.192 · cross-district

#2 · Beedcell 4700004441

distance 0.204

#3 · Dharashivcell 4880003789

distance 0.219 · cross-district

#4 · Beedcell 4700004548

distance 0.223

#5 · Beedcell 4700005293

distance 0.225

#6 · Dharashivcell 4880000548

distance 0.229 · cross-district

#7 · Sanglicell 4930004566

distance 0.229 · cross-district

#8 · Punecell 4900005143

distance 0.236 · cross-district

#9 · Akolacell 4670000349

distance 0.237 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001682

distance 0.24 · cross-district

#11 · Punecell 4900005265

distance 0.242 · cross-district

#12 · Parbhanicell 4890002947

distance 0.247 · cross-district

#13 · Jalnacell 4790002256

distance 0.248 · cross-district

#14 · Yavatmalcell 5000003243

distance 0.25 · cross-district

#15 · Jalnacell 4790001359

distance 0.251 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001102

distance 0.254 · cross-district

#17 · Beedcell 4700004445

distance 0.256

#18 · Dharashivcell 4880004442

distance 0.256 · 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":4700004449}}}'

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.