Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000336

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000330

distance 0.169

#2 · Sataracell 4940008617

distance 0.215 · cross-district

#3 · Kolhapurcell 4800005560

distance 0.231 · cross-district

#4 · Solapurcell 4960008366

distance 0.247 · cross-district

#5 · Sataracell 4940008019

distance 0.248 · cross-district

#6 · Sataracell 4940004590

distance 0.254 · cross-district

#7 · Kolhapurcell 4800004882

distance 0.255 · cross-district

#8 · Punecell 4900000333

distance 0.259

#9 · Solapurcell 4960008392

distance 0.259 · cross-district

#10 · Punecell 4900001454

distance 0.264

#11 · Solapurcell 4960008273

distance 0.266 · cross-district

#12 · Nashikcell 4870003253

distance 0.269 · cross-district

#13 · Solapurcell 4960007663

distance 0.269 · cross-district

#14 · Punecell 4900000816

distance 0.27

#15 · Nashikcell 4870002861

distance 0.27 · cross-district

#16 · Kolhapurcell 4800005479

distance 0.276 · cross-district

#17 · Punecell 4900000080

distance 0.277

#18 · Nashikcell 4870001737

distance 0.278 · 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":4900000336}}}'

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.