Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002168

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.371

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005266

distance 0.371 · cross-district

#2 · Sanglicell 4930005901

distance 0.393 · cross-district

#3 · Sataracell 4940008011

distance 0.396 · cross-district

#4 · Dharashivcell 4880000894

distance 0.431 · cross-district

#5 · Sataracell 4940004882

distance 0.433 · cross-district

#6 · Laturcell 4810003157

distance 0.436 · cross-district

#7 · Yavatmalcell 5000010824

distance 0.439 · cross-district

#8 · Punecell 4900005797

distance 0.446

#9 · Kolhapurcell 4800004274

distance 0.452 · cross-district

#10 · Sataracell 4940004826

distance 0.46 · cross-district

#11 · Punecell 4900000881

distance 0.465

#12 · Sanglicell 4930002841

distance 0.475 · cross-district

#13 · Punecell 4900005925

distance 0.478

#14 · Buldhanacell 4720005681

distance 0.479 · cross-district

#15 · Amravaticell 4680001307

distance 0.484 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002274

distance 0.485 · cross-district

#17 · Sanglicell 4930000251

distance 0.489 · cross-district

#18 · Ahmednagarcell 4660012913

distance 0.492 · 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":4900002168}}}'

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.