Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000737

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002051

distance 0.279

#2 · Dharashivcell 4880000556

distance 0.297 · cross-district

#3 · Akolacell 4670000407

distance 0.3 · cross-district

#4 · Amravaticell 4680001142

distance 0.31 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000916

distance 0.31 · cross-district

#6 · Nashikcell 4870012261

distance 0.312 · cross-district

#7 · Nandurbarcell 4860002245

distance 0.313 · cross-district

#8 · Jalgaoncell 4780004881

distance 0.316 · cross-district

#9 · Punecell 4900001101

distance 0.322

#10 · Wardhacell 4980005472

distance 0.323 · cross-district

#11 · Solapurcell 4960010437

distance 0.325 · cross-district

#12 · Sanglicell 4930004288

distance 0.327 · cross-district

#13 · Punecell 4900004328

distance 0.327

#14 · Solapurcell 4960009933

distance 0.33 · cross-district

#15 · Jalgaoncell 4780001743

distance 0.333 · cross-district

#16 · Amravaticell 4680002536

distance 0.334 · cross-district

#17 · Jalgaoncell 4780009394

distance 0.336 · cross-district

#18 · Amravaticell 4680007390

distance 0.337 · 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":4900000737}}}'

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.