Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720008024

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960001096

distance 0.179 · cross-district

#2 · Solapurcell 4960002981

distance 0.197 · cross-district

#3 · Sataracell 4940003819

distance 0.21 · cross-district

#4 · Solapurcell 4960010837

distance 0.239 · cross-district

#5 · Solapurcell 4960010997

distance 0.241 · cross-district

#6 · Akolacell 4670001945

distance 0.243 · cross-district

#7 · Parbhanicell 4890005397

distance 0.246 · cross-district

#8 · Amravaticell 4680007358

distance 0.25 · cross-district

#9 · Solapurcell 4960009864

distance 0.252 · cross-district

#10 · Nagpurcell 4840005700

distance 0.256 · cross-district

#11 · Laturcell 4810000482

distance 0.258 · cross-district

#12 · Jalnacell 4790001505

distance 0.259 · cross-district

#13 · Solapurcell 4960010922

distance 0.259 · cross-district

#14 · Nagpurcell 4840007520

distance 0.261 · cross-district

#15 · Buldhanacell 4720007211

distance 0.262

#16 · Nashikcell 4870002758

distance 0.264 · cross-district

#17 · Beedcell 4700007064

distance 0.271 · cross-district

#18 · Beedcell 4700005867

distance 0.271 · 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":4720008024}}}'

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.