Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002102

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001472

distance 0.201

#2 · Solapurcell 4960000116

distance 0.225 · cross-district

#3 · Sanglicell 4930004697

distance 0.23 · cross-district

#4 · Beedcell 4700001643

distance 0.238

#5 · Jalgaoncell 4780005936

distance 0.238 · cross-district

#6 · Buldhanacell 4720001744

distance 0.242 · cross-district

#7 · Akolacell 4670000439

distance 0.243 · cross-district

#8 · Beedcell 4700002261

distance 0.248

#9 · Beedcell 4700003446

distance 0.248

#10 · Beedcell 4700003099

distance 0.25

#11 · Solapurcell 4960012242

distance 0.25 · cross-district

#12 · Buldhanacell 4720004410

distance 0.252 · cross-district

#13 · Beedcell 4700003050

distance 0.255

#14 · Sanglicell 4930004839

distance 0.255 · cross-district

#15 · Beedcell 4700002101

distance 0.256

#16 · Beedcell 4700005278

distance 0.256

#17 · Dharashivcell 4880000624

distance 0.257 · cross-district

#18 · Solapurcell 4960000087

distance 0.258 · 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":4700002102}}}'

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.