Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001339

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001346

distance 0.163

#2 · Beedcell 4700002617

distance 0.167 · cross-district

#3 · Punecell 4900001612

distance 0.168

#4 · Ahmednagarcell 4660000024

distance 0.174 · cross-district

#5 · Nashikcell 4870004862

distance 0.175 · cross-district

#6 · Beedcell 4700002449

distance 0.175 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002445

distance 0.176 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002333

distance 0.178 · cross-district

#9 · Solapurcell 4960012203

distance 0.178 · cross-district

#10 · Beedcell 4700001661

distance 0.178 · cross-district

#11 · Punecell 4900006059

distance 0.182

#12 · Punecell 4900001079

distance 0.183

#13 · Solapurcell 4960011825

distance 0.183 · cross-district

#14 · Solapurcell 4960011989

distance 0.184 · cross-district

#15 · Beedcell 4700002454

distance 0.184 · cross-district

#16 · Beedcell 4700002284

distance 0.184 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003172

distance 0.185 · cross-district

#18 · Solapurcell 4960012139

distance 0.185 · 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":4900001339}}}'

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.