Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007728

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005436

distance 0.27

#2 · Jalgaoncell 4780005891

distance 0.333 · cross-district

#3 · Solapurcell 4960005298

distance 0.339 · cross-district

#4 · Buldhanacell 4720006991

distance 0.351 · cross-district

#5 · Jalnacell 4790004045

distance 0.362 · cross-district

#6 · Solapurcell 4960005364

distance 0.374 · cross-district

#7 · Ahmednagarcell 4660011901

distance 0.391 · cross-district

#8 · Jalgaoncell 4780004098

distance 0.396 · cross-district

#9 · Nandedcell 4850004802

distance 0.398 · cross-district

#10 · Nashikcell 4870010709

distance 0.402 · cross-district

#11 · Jalgaoncell 4780004097

distance 0.403 · cross-district

#12 · Kolhapurcell 4800004341

distance 0.407 · cross-district

#13 · Ahmednagarcell 4660009053

distance 0.41 · cross-district

#14 · Nandedcell 4850004737

distance 0.422 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002807

distance 0.426 · cross-district

#16 · Dharashivcell 4880004352

distance 0.427 · cross-district

#17 · Punecell 4900005648

distance 0.43 · cross-district

#18 · Jalnacell 4790003629

distance 0.431 · 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":4700007728}}}'

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.