Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006161

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780001353

distance 0.226 · cross-district

#2 · Punecell 4900001301

distance 0.234

#3 · Punecell 4900002602

distance 0.236

#4 · Jalgaoncell 4780003492

distance 0.244 · cross-district

#5 · Punecell 4900001312

distance 0.253

#6 · Amravaticell 4680001372

distance 0.266 · cross-district

#7 · Akolacell 4670001218

distance 0.268 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002776

distance 0.285 · cross-district

#9 · Beedcell 4700002178

distance 0.286 · cross-district

#10 · Ahmednagarcell 4660004180

distance 0.287 · cross-district

#11 · Punecell 4900002641

distance 0.287

#12 · Buldhanacell 4720005354

distance 0.291 · cross-district

#13 · Nashikcell 4870010454

distance 0.295 · cross-district

#14 · Beedcell 4700002524

distance 0.296 · cross-district

#15 · Sataracell 4940007722

distance 0.298 · cross-district

#16 · Kolhapurcell 4800005039

distance 0.298 · cross-district

#17 · Solapurcell 4960001920

distance 0.299 · cross-district

#18 · Nagpurcell 4840006007

distance 0.3 · 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":4900006161}}}'

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.