Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720006313

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003130

distance 0.159 · cross-district

#2 · Akolacell 4670003895

distance 0.173 · cross-district

#3 · Amravaticell 4680003437

distance 0.177 · cross-district

#4 · Buldhanacell 4720006817

distance 0.182

#5 · Hingolicell 4770003573

distance 0.189 · cross-district

#6 · Amravaticell 4680004654

distance 0.201 · cross-district

#7 · Akolacell 4670002224

distance 0.204 · cross-district

#8 · Amravaticell 4680002738

distance 0.222 · cross-district

#9 · Amravaticell 4680005507

distance 0.226 · cross-district

#10 · Washimcell 4990001171

distance 0.226 · cross-district

#11 · Amravaticell 4680003179

distance 0.227 · cross-district

#12 · Chandrapurcell 4730001985

distance 0.231 · cross-district

#13 · Jalgaoncell 4780006352

distance 0.233 · cross-district

#14 · Akolacell 4670003444

distance 0.233 · cross-district

#15 · Akolacell 4670003127

distance 0.238 · cross-district

#16 · Amravaticell 4680006738

distance 0.243 · cross-district

#17 · Solapurcell 4960010874

distance 0.244 · cross-district

#18 · Akolacell 4670002891

distance 0.244 · 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":4720006313}}}'

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.