Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004843

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000262

distance 0.192 · cross-district

#2 · Buldhanacell 4720005244

distance 0.209

#3 · Nagpurcell 4840004540

distance 0.215 · cross-district

#4 · Wardhacell 4980005172

distance 0.25 · cross-district

#5 · Buldhanacell 4720005147

distance 0.25

#6 · Buldhanacell 4720003497

distance 0.254

#7 · Parbhanicell 4890005417

distance 0.268 · cross-district

#8 · Parbhanicell 4890001144

distance 0.272 · cross-district

#9 · Buldhanacell 4720005140

distance 0.277

#10 · Buldhanacell 4720004954

distance 0.282

#11 · Buldhanacell 4720004334

distance 0.283

#12 · Buldhanacell 4720004109

distance 0.285

#13 · Amravaticell 4680005068

distance 0.285 · cross-district

#14 · Parbhanicell 4890004489

distance 0.286 · cross-district

#15 · Akolacell 4670000263

distance 0.288 · cross-district

#16 · Jalnacell 4790004010

distance 0.288 · cross-district

#17 · Hingolicell 4770003294

distance 0.295 · cross-district

#18 · Jalnacell 4790006482

distance 0.3 · 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":4720004843}}}'

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.