Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001221

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001307

distance 0.332

#2 · Sataracell 4940004959

distance 0.335 · cross-district

#3 · Kolhapurcell 4800004590

distance 0.351 · cross-district

#4 · Sanglicell 4930000427

distance 0.353 · cross-district

#5 · Sanglicell 4930002220

distance 0.354 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002344

distance 0.356 · cross-district

#7 · Punecell 4900004316

distance 0.361

#8 · Nashikcell 4870010453

distance 0.366 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003492

distance 0.368 · cross-district

#10 · Punecell 4900001445

distance 0.372

#11 · Chhatrapati Sambhajinagarcell 4690004264

distance 0.375 · cross-district

#12 · Sataracell 4940006584

distance 0.375 · cross-district

#13 · Kolhapurcell 4800004956

distance 0.376 · cross-district

#14 · Ahmednagarcell 4660005229

distance 0.38 · cross-district

#15 · Kolhapurcell 4800004778

distance 0.381 · cross-district

#16 · Punecell 4900002353

distance 0.384

#17 · Chhatrapati Sambhajinagarcell 4690003443

distance 0.385 · cross-district

#18 · Kolhapurcell 4800004772

distance 0.389 · 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":4900001221}}}'

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.