Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001887

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002040

distance 0.138

#2 · Punecell 4900001208

distance 0.144

#3 · Punecell 4900001757

distance 0.165

#4 · Punecell 4900001217

distance 0.178

#5 · Solapurcell 4960011897

distance 0.186 · cross-district

#6 · Punecell 4900001746

distance 0.187

#7 · Punecell 4900000246

distance 0.189

#8 · Punecell 4900003080

distance 0.195

#9 · Sanglicell 4930003608

distance 0.196 · cross-district

#10 · Punecell 4900000504

distance 0.196

#11 · Punecell 4900001617

distance 0.205

#12 · Punecell 4900004326

distance 0.207

#13 · Beedcell 4700005540

distance 0.208 · cross-district

#14 · Solapurcell 4960009569

distance 0.209 · cross-district

#15 · Punecell 4900001486

distance 0.211

#16 · Punecell 4900002501

distance 0.212

#17 · Punecell 4900001735

distance 0.212

#18 · Punecell 4900000608

distance 0.213

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":4900001887}}}'

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.