Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004253

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

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005119

distance 0.255

#2 · Beedcell 4700003548

distance 0.258

#3 · Beedcell 4700004421

distance 0.26

#4 · Beedcell 4700003549

distance 0.278

#5 · Beedcell 4700003718

distance 0.278

#6 · Sataracell 4940000630

distance 0.284 · cross-district

#7 · Beedcell 4700004757

distance 0.288

#8 · Ahmednagarcell 4660004312

distance 0.289 · cross-district

#9 · Sataracell 4940000455

distance 0.29 · cross-district

#10 · Nashikcell 4870006971

distance 0.295 · cross-district

#11 · Sanglicell 4930001173

distance 0.297 · cross-district

#12 · Sataracell 4940000810

distance 0.298 · cross-district

#13 · Beedcell 4700004050

distance 0.298

#14 · Beedcell 4700004254

distance 0.298

#15 · Sataracell 4940002483

distance 0.305 · cross-district

#16 · Beedcell 4700005811

distance 0.306

#17 · Sanglicell 4930000745

distance 0.306 · cross-district

#18 · Dhulecell 4740000443

distance 0.306 · 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":4700004253}}}'

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.