Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007454

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007269

distance 0.179

#2 · Nandedcell 4850001004

distance 0.206 · cross-district

#3 · Beedcell 4700003272

distance 0.214

#4 · Jalnacell 4790003900

distance 0.224 · cross-district

#5 · Jalnacell 4790002546

distance 0.23 · cross-district

#6 · Beedcell 4700007354

distance 0.24

#7 · Beedcell 4700007365

distance 0.246

#8 · Chhatrapati Sambhajinagarcell 4690000727

distance 0.247 · cross-district

#9 · Solapurcell 4960009369

distance 0.251 · cross-district

#10 · Beedcell 4700005514

distance 0.252

#11 · Buldhanacell 4720001108

distance 0.256 · cross-district

#12 · Beedcell 4700004292

distance 0.257

#13 · Laturcell 4810002299

distance 0.262 · cross-district

#14 · Laturcell 4810002954

distance 0.267 · cross-district

#15 · Jalnacell 4790001805

distance 0.267 · cross-district

#16 · Beedcell 4700007167

distance 0.268

#17 · Jalnacell 4790001041

distance 0.273 · cross-district

#18 · Jalnacell 4790001646

distance 0.274 · 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":4700007454}}}'

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.