Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004797

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003793

distance 0.238

#2 · Parbhanicell 4890004948

distance 0.238 · cross-district

#3 · Buldhanacell 4720001978

distance 0.255

#4 · Yavatmalcell 5000011580

distance 0.272 · cross-district

#5 · Hingolicell 4770004029

distance 0.291 · cross-district

#6 · Amravaticell 4680001310

distance 0.295 · cross-district

#7 · Buldhanacell 4720006835

distance 0.296

#8 · Buldhanacell 4720005172

distance 0.296

#9 · Hingolicell 4770003065

distance 0.302 · cross-district

#10 · Beedcell 4700005212

distance 0.312 · cross-district

#11 · Nandedcell 4850000621

distance 0.312 · cross-district

#12 · Yavatmalcell 5000011187

distance 0.314 · cross-district

#13 · Buldhanacell 4720006587

distance 0.319

#14 · Parbhanicell 4890003306

distance 0.322 · cross-district

#15 · Solapurcell 4960008952

distance 0.322 · cross-district

#16 · Beedcell 4700001007

distance 0.325 · cross-district

#17 · Beedcell 4700002439

distance 0.327 · cross-district

#18 · Parbhanicell 4890002902

distance 0.33 · 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":4720004797}}}'

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.