Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004854

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003584

distance 0.182 · cross-district

#2 · Akolacell 4670001041

distance 0.188 · cross-district

#3 · Buldhanacell 4720006757

distance 0.189

#4 · Buldhanacell 4720005709

distance 0.191

#5 · Parbhanicell 4890005341

distance 0.192 · cross-district

#6 · Jalgaoncell 4780005142

distance 0.192 · cross-district

#7 · Beedcell 4700006694

distance 0.192 · cross-district

#8 · Buldhanacell 4720005594

distance 0.193

#9 · Buldhanacell 4720005382

distance 0.193

#10 · Beedcell 4700004441

distance 0.194 · cross-district

#11 · Akolacell 4670001047

distance 0.195 · cross-district

#12 · Beedcell 4700004103

distance 0.197 · cross-district

#13 · Beedcell 4700004784

distance 0.198 · cross-district

#14 · Buldhanacell 4720004420

distance 0.2

#15 · Dharashivcell 4880000377

distance 0.2 · cross-district

#16 · Beedcell 4700004609

distance 0.201 · cross-district

#17 · Buldhanacell 4720005742

distance 0.203

#18 · Amravaticell 4680000749

distance 0.203 · 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":4720004854}}}'

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.