Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003321

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780004536

distance 0.254 · cross-district

#2 · Dharashivcell 4880000609

distance 0.259 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000528

distance 0.263 · cross-district

#4 · Beedcell 4700007350

distance 0.265

#5 · Solapurcell 4960008752

distance 0.276 · cross-district

#6 · Beedcell 4700002618

distance 0.291

#7 · Punecell 4900002173

distance 0.295 · cross-district

#8 · Beedcell 4700005388

distance 0.295

#9 · Ahmednagarcell 4660000707

distance 0.298 · cross-district

#10 · Beedcell 4700006253

distance 0.298

#11 · Beedcell 4700008820

distance 0.299

#12 · Chhatrapati Sambhajinagarcell 4690008777

distance 0.303 · cross-district

#13 · Sanglicell 4930005015

distance 0.304 · cross-district

#14 · Beedcell 4700006914

distance 0.305

#15 · Beedcell 4700007018

distance 0.306

#16 · Jalgaoncell 4780002691

distance 0.306 · cross-district

#17 · Jalgaoncell 4780007770

distance 0.307 · cross-district

#18 · Punecell 4900004453

distance 0.31 · 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":4700003321}}}'

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.