Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720008021

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003748

distance 0.152 · cross-district

#2 · Buldhanacell 4720007367

distance 0.163

#3 · Amravaticell 4680001421

distance 0.164 · cross-district

#4 · Buldhanacell 4720007790

distance 0.166

#5 · Amravaticell 4680003361

distance 0.167 · cross-district

#6 · Akolacell 4670001601

distance 0.17 · cross-district

#7 · Akolacell 4670003178

distance 0.173 · cross-district

#8 · Amravaticell 4680001596

distance 0.174 · cross-district

#9 · Akolacell 4670003541

distance 0.176 · cross-district

#10 · Washimcell 4990004440

distance 0.181 · cross-district

#11 · Akolacell 4670001672

distance 0.181 · cross-district

#12 · Amravaticell 4680003068

distance 0.187 · cross-district

#13 · Nagpurcell 4840007032

distance 0.19 · cross-district

#14 · Amravaticell 4680002552

distance 0.191 · cross-district

#15 · Akolacell 4670003177

distance 0.191 · cross-district

#16 · Hingolicell 4770002913

distance 0.195 · cross-district

#17 · Amravaticell 4680003151

distance 0.197 · cross-district

#18 · Akolacell 4670003005

distance 0.198 · 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":4720008021}}}'

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.