Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006832

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003183

distance 0.199 · cross-district

#2 · Beedcell 4700005291

distance 0.202

#3 · Solapurcell 4960011876

distance 0.206 · cross-district

#4 · Solapurcell 4960004952

distance 0.206 · cross-district

#5 · Buldhanacell 4720006786

distance 0.207 · cross-district

#6 · Beedcell 4700007062

distance 0.207

#7 · Jalnacell 4790002823

distance 0.213 · cross-district

#8 · Akolacell 4670000929

distance 0.215 · cross-district

#9 · Buldhanacell 4720004668

distance 0.216 · cross-district

#10 · Parbhanicell 4890001834

distance 0.219 · cross-district

#11 · Amravaticell 4680002392

distance 0.22 · cross-district

#12 · Solapurcell 4960011270

distance 0.221 · cross-district

#13 · Amravaticell 4680003784

distance 0.222 · cross-district

#14 · Nagpurcell 4840002613

distance 0.224 · cross-district

#15 · Jalgaoncell 4780004652

distance 0.227 · cross-district

#16 · Solapurcell 4960009261

distance 0.228 · cross-district

#17 · Jalgaoncell 4780003636

distance 0.229 · cross-district

#18 · Dharashivcell 4880000189

distance 0.23 · 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":4700006832}}}'

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.