Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004439

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000878

distance 0.158 · cross-district

#2 · Buldhanacell 4720005086

distance 0.163

#3 · Amravaticell 4680005404

distance 0.169 · cross-district

#4 · Parbhanicell 4890001153

distance 0.172 · cross-district

#5 · Parbhanicell 4890000515

distance 0.173 · cross-district

#6 · Amravaticell 4680003137

distance 0.174 · cross-district

#7 · Buldhanacell 4720006452

distance 0.176

#8 · Beedcell 4700006815

distance 0.177 · cross-district

#9 · Akolacell 4670003958

distance 0.181 · cross-district

#10 · Amravaticell 4680005019

distance 0.182 · cross-district

#11 · Parbhanicell 4890000685

distance 0.185 · cross-district

#12 · Buldhanacell 4720004028

distance 0.189

#13 · Amravaticell 4680000474

distance 0.19 · cross-district

#14 · Buldhanacell 4720006870

distance 0.191

#15 · Akolacell 4670000320

distance 0.192 · cross-district

#16 · Amravaticell 4680006468

distance 0.194 · cross-district

#17 · Hingolicell 4770000318

distance 0.201 · cross-district

#18 · Buldhanacell 4720007446

distance 0.202

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":4720004439}}}'

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.