Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005709

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002401

distance 0.125 · cross-district

#2 · Beedcell 4700006555

distance 0.137

#3 · Buldhanacell 4720003287

distance 0.143 · cross-district

#4 · Beedcell 4700006563

distance 0.158

#5 · Dharashivcell 4880000692

distance 0.166 · cross-district

#6 · Akolacell 4670000511

distance 0.173 · cross-district

#7 · Parbhanicell 4890004325

distance 0.176 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008497

distance 0.183 · cross-district

#9 · Buldhanacell 4720005385

distance 0.186 · cross-district

#10 · Akolacell 4670004045

distance 0.191 · cross-district

#11 · Buldhanacell 4720004277

distance 0.194 · cross-district

#12 · Dharashivcell 4880000734

distance 0.194 · cross-district

#13 · Parbhanicell 4890004578

distance 0.195 · cross-district

#14 · Beedcell 4700006553

distance 0.196

#15 · Beedcell 4700007057

distance 0.2

#16 · Jalnacell 4790001248

distance 0.202 · cross-district

#17 · Beedcell 4700003450

distance 0.202

#18 · Jalnacell 4790001595

distance 0.203 · 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":4700005709}}}'

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.