Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007328

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007580

distance 0.183

#2 · Beedcell 4700007863

distance 0.259

#3 · Beedcell 4700008641

distance 0.286

#4 · Laturcell 4810001012

distance 0.286 · cross-district

#5 · Beedcell 4700000359

distance 0.287

#6 · Jalnacell 4790003726

distance 0.293 · cross-district

#7 · Beedcell 4700008934

distance 0.298

#8 · Laturcell 4810003909

distance 0.299 · cross-district

#9 · Beedcell 4700007950

distance 0.3

#10 · Dharashivcell 4880002611

distance 0.3 · cross-district

#11 · Jalnacell 4790002885

distance 0.301 · cross-district

#12 · Nandedcell 4850002060

distance 0.303 · cross-district

#13 · Beedcell 4700000396

distance 0.304

#14 · Hingolicell 4770000118

distance 0.306 · cross-district

#15 · Jalgaoncell 4780002503

distance 0.306 · cross-district

#16 · Buldhanacell 4720000953

distance 0.307 · cross-district

#17 · Parbhanicell 4890000593

distance 0.309 · cross-district

#18 · Laturcell 4810000893

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":4700007328}}}'

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.