Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000800

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001298

distance 0.335

#2 · Amravaticell 4680005879

distance 0.347 · cross-district

#3 · Kolhapurcell 4800004699

distance 0.365 · cross-district

#4 · Sataracell 4940004228

distance 0.365 · cross-district

#5 · Sataracell 4940004600

distance 0.379 · cross-district

#6 · Beedcell 4700001329

distance 0.379 · cross-district

#7 · Kolhapurcell 4800004354

distance 0.392 · cross-district

#8 · Buldhanacell 4720008007

distance 0.394 · cross-district

#9 · Sataracell 4940008441

distance 0.395 · cross-district

#10 · Sataracell 4940004260

distance 0.396 · cross-district

#11 · Punecell 4900004145

distance 0.404

#12 · Kolhapurcell 4800004356

distance 0.406 · cross-district

#13 · Amravaticell 4680006882

distance 0.406 · cross-district

#14 · Ahmednagarcell 4660007641

distance 0.408 · cross-district

#15 · Nashikcell 4870010847

distance 0.415 · cross-district

#16 · Sataracell 4940007908

distance 0.417 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003538

distance 0.419 · cross-district

#18 · Kolhapurcell 4800005557

distance 0.42 · 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":4900000800}}}'

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.