Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004853

The MH-36 locality cells most similar to this Buldhana 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 12 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003815

distance 0.148

#2 · Washimcell 4990003504

distance 0.182 · cross-district

#3 · Buldhanacell 4720003890

distance 0.207

#4 · Akolacell 4670000195

distance 0.228 · cross-district

#5 · Buldhanacell 4720004342

distance 0.242

#6 · Chhatrapati Sambhajinagarcell 4690005068

distance 0.248 · cross-district

#7 · Buldhanacell 4720004116

distance 0.257

#8 · Dhulecell 4740005068

distance 0.26 · cross-district

#9 · Buldhanacell 4720004842

distance 0.26

#10 · Beedcell 4700003439

distance 0.266 · cross-district

#11 · Yavatmalcell 5000005518

distance 0.267 · cross-district

#12 · Buldhanacell 4720004109

distance 0.269

#13 · Nagpurcell 4840007217

distance 0.27 · cross-district

#14 · Amravaticell 4680005067

distance 0.27 · cross-district

#15 · Sataracell 4940002031

distance 0.273 · cross-district

#16 · Nandurbarcell 4860004993

distance 0.277 · cross-district

#17 · Jalnacell 4790002902

distance 0.289 · cross-district

#18 · Nandurbarcell 4860004940

distance 0.294 · 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":472,"cluster_id":4720004853}}}'

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.