Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001223

The MH-36 locality cells most similar to this Pune 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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000253

distance 0.26 · cross-district

#2 · Punecell 4900005804

distance 0.263

#3 · Laturcell 4810003065

distance 0.269 · cross-district

#4 · Nashikcell 4870005143

distance 0.276 · cross-district

#5 · Ahmednagarcell 4660010567

distance 0.297 · cross-district

#6 · Nandedcell 4850000097

distance 0.3 · cross-district

#7 · Punecell 4900001160

distance 0.303

#8 · Solapurcell 4960007887

distance 0.303 · cross-district

#9 · Punecell 4900000963

distance 0.304

#10 · Punecell 4900001309

distance 0.304

#11 · Chhatrapati Sambhajinagarcell 4690002064

distance 0.305 · cross-district

#12 · Ahmednagarcell 4660000752

distance 0.306 · cross-district

#13 · Ahmednagarcell 4660008881

distance 0.306 · cross-district

#14 · Punecell 4900005531

distance 0.309

#15 · Beedcell 4700008567

distance 0.311 · cross-district

#16 · Ahmednagarcell 4660012173

distance 0.313 · cross-district

#17 · Punecell 4900001716

distance 0.313

#18 · Sanglicell 4930000221

distance 0.315 · 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":490,"cluster_id":4900001223}}}'

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.