Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720002176

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001507

distance 0.168 · cross-district

#2 · Yavatmalcell 5000007342

distance 0.171 · cross-district

#3 · Beedcell 4700000583

distance 0.175 · cross-district

#4 · Solapurcell 4960004334

distance 0.177 · cross-district

#5 · Buldhanacell 4720001539

distance 0.181

#6 · Buldhanacell 4720001876

distance 0.181

#7 · Solapurcell 4960001879

distance 0.183 · cross-district

#8 · Solapurcell 4960005368

distance 0.183 · cross-district

#9 · Buldhanacell 4720001046

distance 0.186

#10 · Washimcell 4990000816

distance 0.19 · cross-district

#11 · Yavatmalcell 5000011289

distance 0.191 · cross-district

#12 · Solapurcell 4960003487

distance 0.191 · cross-district

#13 · Solapurcell 4960000700

distance 0.194 · cross-district

#14 · Jalgaoncell 4780002668

distance 0.195 · cross-district

#15 · Yavatmalcell 5000010905

distance 0.199 · cross-district

#16 · Buldhanacell 4720001729

distance 0.199

#17 · Washimcell 4990003824

distance 0.2 · cross-district

#18 · Solapurcell 4960004170

distance 0.2 · 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":4720002176}}}'

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.