Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003557

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

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010381

distance 0.212 · cross-district

#2 · Beedcell 4700003536

distance 0.238

#3 · Sataracell 4940000069

distance 0.248 · cross-district

#4 · Sanglicell 4930000738

distance 0.268 · cross-district

#5 · Beedcell 4700003387

distance 0.271

#6 · Ahmednagarcell 4660009375

distance 0.273 · cross-district

#7 · Ahmednagarcell 4660010206

distance 0.275 · cross-district

#8 · Beedcell 4700003919

distance 0.276

#9 · Washimcell 4990003444

distance 0.277 · cross-district

#10 · Beedcell 4700002549

distance 0.278

#11 · Beedcell 4700002415

distance 0.282

#12 · Ahmednagarcell 4660007916

distance 0.283 · cross-district

#13 · Ahmednagarcell 4660009035

distance 0.284 · cross-district

#14 · Ahmednagarcell 4660009707

distance 0.285 · cross-district

#15 · Sanglicell 4930000852

distance 0.285 · cross-district

#16 · Beedcell 4700004770

distance 0.285

#17 · Beedcell 4700002548

distance 0.286

#18 · Nandurbarcell 4860004234

distance 0.287 · 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":4700003557}}}'

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.