Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004065

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008530

distance 0.211 · cross-district

#2 · Beedcell 4700001579

distance 0.244

#3 · Ahmednagarcell 4660007917

distance 0.266 · cross-district

#4 · Beedcell 4700001418

distance 0.272

#5 · Sanglicell 4930003611

distance 0.28 · cross-district

#6 · Beedcell 4700001266

distance 0.284

#7 · Nandedcell 4850004677

distance 0.286 · cross-district

#8 · Nandedcell 4850004661

distance 0.291 · cross-district

#9 · Ahmednagarcell 4660003367

distance 0.293 · cross-district

#10 · Sanglicell 4930002578

distance 0.294 · cross-district

#11 · Nandedcell 4850004477

distance 0.303 · cross-district

#12 · Sataracell 4940005454

distance 0.307 · cross-district

#13 · Nandedcell 4850008891

distance 0.308 · cross-district

#14 · Beedcell 4700004598

distance 0.312

#15 · Nandedcell 4850004542

distance 0.313 · cross-district

#16 · Laturcell 4810003354

distance 0.319 · cross-district

#17 · Laturcell 4810003601

distance 0.322 · cross-district

#18 · Punecell 4900006305

distance 0.324 · 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":4700004065}}}'

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.