Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002541

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004363

distance 0.178 · cross-district

#2 · Beedcell 4700007619

distance 0.192

#3 · Ahmednagarcell 4660004912

distance 0.198 · cross-district

#4 · Ahmednagarcell 4660003916

distance 0.198 · cross-district

#5 · Dharashivcell 4880004208

distance 0.202 · cross-district

#6 · Ahmednagarcell 4660001392

distance 0.204 · cross-district

#7 · Laturcell 4810002800

distance 0.204 · cross-district

#8 · Washimcell 4990002153

distance 0.21 · cross-district

#9 · Beedcell 4700002534

distance 0.211

#10 · Beedcell 4700000443

distance 0.215

#11 · Beedcell 4700001143

distance 0.22

#12 · Sanglicell 4930002263

distance 0.222 · cross-district

#13 · Beedcell 4700001416

distance 0.227

#14 · Jalnacell 4790001790

distance 0.229 · cross-district

#15 · Beedcell 4700002530

distance 0.23

#16 · Ahmednagarcell 4660000596

distance 0.231 · cross-district

#17 · Beedcell 4700004277

distance 0.234

#18 · Dharashivcell 4880005211

distance 0.236 · 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":4700002541}}}'

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.