Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007637

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 14 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.323

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002759

distance 0.323 · cross-district

#2 · Buldhanacell 4720004386

distance 0.336 · cross-district

#3 · Ahmednagarcell 4660002598

distance 0.382 · cross-district

#4 · Solapurcell 4960004599

distance 0.385 · cross-district

#5 · Parbhanicell 4890004115

distance 0.386 · cross-district

#6 · Laturcell 4810003115

distance 0.392 · cross-district

#7 · Jalnacell 4790001999

distance 0.392 · cross-district

#8 · Solapurcell 4960005150

distance 0.394 · cross-district

#9 · Yavatmalcell 5000002936

distance 0.395 · cross-district

#10 · Punecell 4900001443

distance 0.4 · cross-district

#11 · Wardhacell 4980002636

distance 0.401 · cross-district

#12 · Chandrapurcell 4730003248

distance 0.403 · cross-district

#13 · Jalgaoncell 4780005607

distance 0.409 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003403

distance 0.411 · cross-district

#15 · Kolhapurcell 4800004357

distance 0.425 · cross-district

#16 · Beedcell 4700001187

distance 0.426

#17 · Yavatmalcell 5000005814

distance 0.429 · cross-district

#18 · Kolhapurcell 4800004336

distance 0.429 · 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":4700007637}}}'

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.