Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002759

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004316

distance 0.215

#2 · Punecell 4900001307

distance 0.244

#3 · Punecell 4900003360

distance 0.258

#4 · Ahmednagarcell 4660007353

distance 0.281 · cross-district

#5 · Kolhapurcell 4800004956

distance 0.301 · cross-district

#6 · Punecell 4900003317

distance 0.308

#7 · Punecell 4900006148

distance 0.316

#8 · Sataracell 4940008215

distance 0.318 · cross-district

#9 · Punecell 4900004177

distance 0.322

#10 · Nashikcell 4870003827

distance 0.328 · cross-district

#11 · Ahmednagarcell 4660010562

distance 0.331 · cross-district

#12 · Punecell 4900001437

distance 0.331

#13 · Punecell 4900001445

distance 0.332

#14 · Ahmednagarcell 4660011342

distance 0.332 · cross-district

#15 · Sataracell 4940006584

distance 0.336 · cross-district

#16 · Kolhapurcell 4800004371

distance 0.339 · cross-district

#17 · Punecell 4900005905

distance 0.341

#18 · Nashikcell 4870003530

distance 0.342 · 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":4900002759}}}'

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.