Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002773

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004867

distance 0.309 · cross-district

#2 · Punecell 4900001301

distance 0.333

#3 · Nashikcell 4870003569

distance 0.337 · cross-district

#4 · Sataracell 4940007799

distance 0.34 · cross-district

#5 · Nashikcell 4870003702

distance 0.342 · cross-district

#6 · Sataracell 4940007722

distance 0.344 · cross-district

#7 · Sataracell 4940004379

distance 0.347 · cross-district

#8 · Punecell 4900002602

distance 0.349

#9 · Sataracell 4940004531

distance 0.36 · cross-district

#10 · Nashikcell 4870010454

distance 0.36 · cross-district

#11 · Sataracell 4940008575

distance 0.364 · cross-district

#12 · Punecell 4900001966

distance 0.365

#13 · Sataracell 4940008690

distance 0.367 · cross-district

#14 · Ahmednagarcell 4660001432

distance 0.37 · cross-district

#15 · Kolhapurcell 4800004447

distance 0.371 · cross-district

#16 · Punecell 4900006161

distance 0.375

#17 · Punecell 4900002623

distance 0.376

#18 · Nashikcell 4870000419

distance 0.378 · 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":4900002773}}}'

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.