Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005256

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005140

distance 0.225 · cross-district

#2 · Dharashivcell 4880000558

distance 0.234 · cross-district

#3 · Kolhapurcell 4800003795

distance 0.246 · cross-district

#4 · Sanglicell 4930000217

distance 0.254 · cross-district

#5 · Ahmednagarcell 4660012306

distance 0.262 · cross-district

#6 · Solapurcell 4960011345

distance 0.266 · cross-district

#7 · Akolacell 4670001217

distance 0.27 · cross-district

#8 · Laturcell 4810002652

distance 0.27 · cross-district

#9 · Sanglicell 4930001571

distance 0.274 · cross-district

#10 · Kolhapurcell 4800005228

distance 0.275 · cross-district

#11 · Sataracell 4940005704

distance 0.276 · cross-district

#12 · Beedcell 4700006421

distance 0.28

#13 · Solapurcell 4960005265

distance 0.28 · cross-district

#14 · Laturcell 4810003066

distance 0.281 · cross-district

#15 · Nandedcell 4850004046

distance 0.282 · cross-district

#16 · Solapurcell 4960009837

distance 0.282 · cross-district

#17 · Kolhapurcell 4800003806

distance 0.283 · cross-district

#18 · Laturcell 4810002672

distance 0.284 · 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":4700005256}}}'

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.