Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004875

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000548

distance 0.132 · cross-district

#2 · Buldhanacell 4720004280

distance 0.142

#3 · Buldhanacell 4720006817

distance 0.16

#4 · Parbhanicell 4890001091

distance 0.168 · cross-district

#5 · Buldhanacell 4720005739

distance 0.171

#6 · Amravaticell 4680004858

distance 0.186 · cross-district

#7 · Beedcell 4700007056

distance 0.192 · cross-district

#8 · Beedcell 4700005852

distance 0.196 · cross-district

#9 · Amravaticell 4680003428

distance 0.197 · cross-district

#10 · Buldhanacell 4720005623

distance 0.198

#11 · Buldhanacell 4720005844

distance 0.199

#12 · Jalnacell 4790006635

distance 0.202 · cross-district

#13 · Akolacell 4670000488

distance 0.203 · cross-district

#14 · Buldhanacell 4720005383

distance 0.203

#15 · Akolacell 4670000628

distance 0.205 · cross-district

#16 · Akolacell 4670001003

distance 0.205 · cross-district

#17 · Washimcell 4990001171

distance 0.206 · cross-district

#18 · Dharashivcell 4880001640

distance 0.206 · 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":4720004875}}}'

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.