Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720003739

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005002

distance 0.173

#2 · Akolacell 4670000442

distance 0.185 · cross-district

#3 · Beedcell 4700005113

distance 0.206 · cross-district

#4 · Buldhanacell 4720004682

distance 0.207

#5 · Akolacell 4670003316

distance 0.215 · cross-district

#6 · Akolacell 4670000447

distance 0.222 · cross-district

#7 · Amravaticell 4680007266

distance 0.224 · cross-district

#8 · Buldhanacell 4720004269

distance 0.226

#9 · Washimcell 4990000058

distance 0.227 · cross-district

#10 · Jalnacell 4790006619

distance 0.231 · cross-district

#11 · Buldhanacell 4720003208

distance 0.233

#12 · Akolacell 4670000151

distance 0.234 · cross-district

#13 · Sanglicell 4930004137

distance 0.236 · cross-district

#14 · Nagpurcell 4840007409

distance 0.236 · cross-district

#15 · Buldhanacell 4720008237

distance 0.236

#16 · Jalgaoncell 4780002979

distance 0.237 · cross-district

#17 · Buldhanacell 4720004029

distance 0.237

#18 · Beedcell 4700005500

distance 0.238 · 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":4720003739}}}'

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.