Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000689

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001725

distance 0.16 · cross-district

#2 · Beedcell 4700000910

distance 0.189

#3 · Punecell 4900004850

distance 0.21 · cross-district

#4 · Buldhanacell 4720000582

distance 0.22 · cross-district

#5 · Beedcell 4700005293

distance 0.223

#6 · Buldhanacell 4720001148

distance 0.227 · cross-district

#7 · Akolacell 4670000695

distance 0.23 · cross-district

#8 · Buldhanacell 4720004259

distance 0.233 · cross-district

#9 · Beedcell 4700001016

distance 0.233

#10 · Beedcell 4700005578

distance 0.235

#11 · Dharashivcell 4880004442

distance 0.245 · cross-district

#12 · Ahmednagarcell 4660010249

distance 0.253 · cross-district

#13 · Dharashivcell 4880005592

distance 0.253 · cross-district

#14 · Ahmednagarcell 4660012213

distance 0.256 · cross-district

#15 · Ahmednagarcell 4660001542

distance 0.257 · cross-district

#16 · Jalnacell 4790000667

distance 0.259 · cross-district

#17 · Dharashivcell 4880004191

distance 0.259 · cross-district

#18 · Dharashivcell 4880002129

distance 0.259 · 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":4700000689}}}'

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.