Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002727

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000143

distance 0.273 · cross-district

#2 · Laturcell 4810003322

distance 0.317 · cross-district

#3 · Dhulecell 4740000488

distance 0.329 · cross-district

#4 · Solapurcell 4960001061

distance 0.334 · cross-district

#5 · Beedcell 4700005404

distance 0.337

#6 · Chhatrapati Sambhajinagarcell 4690002701

distance 0.34 · cross-district

#7 · Beedcell 4700000055

distance 0.341

#8 · Chhatrapati Sambhajinagarcell 4690003399

distance 0.344 · cross-district

#9 · Beedcell 4700005840

distance 0.346

#10 · Beedcell 4700000894

distance 0.352

#11 · Dhulecell 4740002076

distance 0.353 · cross-district

#12 · Dharashivcell 4880000696

distance 0.354 · cross-district

#13 · Laturcell 4810002668

distance 0.354 · cross-district

#14 · Dharashivcell 4880000775

distance 0.355 · cross-district

#15 · Jalnacell 4790004134

distance 0.362 · cross-district

#16 · Solapurcell 4960004479

distance 0.363 · cross-district

#17 · Buldhanacell 4720006498

distance 0.365 · cross-district

#18 · Punecell 4900005779

distance 0.367 · 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":4700002727}}}'

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.