Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001604

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

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004614

distance 0.22

#2 · Laturcell 4810003605

distance 0.24 · cross-district

#3 · Solapurcell 4960003972

distance 0.254 · cross-district

#4 · Sanglicell 4930004280

distance 0.266 · cross-district

#5 · Dharashivcell 4880006202

distance 0.271 · cross-district

#6 · Sanglicell 4930001097

distance 0.272 · cross-district

#7 · Sanglicell 4930004568

distance 0.279 · cross-district

#8 · Sanglicell 4930004588

distance 0.283 · cross-district

#9 · Sanglicell 4930002746

distance 0.283 · cross-district

#10 · Sanglicell 4930001598

distance 0.291 · cross-district

#11 · Laturcell 4810000778

distance 0.294 · cross-district

#12 · Laturcell 4810004883

distance 0.295 · cross-district

#13 · Sanglicell 4930002577

distance 0.297 · cross-district

#14 · Beedcell 4700001065

distance 0.299

#15 · Laturcell 4810003395

distance 0.299 · cross-district

#16 · Laturcell 4810003590

distance 0.299 · cross-district

#17 · Beedcell 4700007352

distance 0.301

#18 · Laturcell 4810006094

distance 0.302 · 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":4700001604}}}'

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.