Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000797

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005003

distance 0.315 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000146

distance 0.347 · cross-district

#3 · Kolhapurcell 4800005624

distance 0.351 · cross-district

#4 · Solapurcell 4960006829

distance 0.36 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000338

distance 0.364 · cross-district

#6 · Solapurcell 4960005617

distance 0.365 · cross-district

#7 · Buldhanacell 4720001163

distance 0.365 · cross-district

#8 · Punecell 4900006898

distance 0.367 · cross-district

#9 · Ahmednagarcell 4660004251

distance 0.367 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000100

distance 0.369 · cross-district

#11 · Punecell 4900010119

distance 0.37 · cross-district

#12 · Jalgaoncell 4780005742

distance 0.37 · cross-district

#13 · Nagpurcell 4840003653

distance 0.371 · cross-district

#14 · Laturcell 4810005903

distance 0.374 · cross-district

#15 · Ahmednagarcell 4660001432

distance 0.374 · cross-district

#16 · Dharashivcell 4880005694

distance 0.376 · cross-district

#17 · Dharashivcell 4880002008

distance 0.381 · cross-district

#18 · Buldhanacell 4720000709

distance 0.382 · 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":4700000797}}}'

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.