Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006664

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 3 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000118

distance 0.28 · cross-district

#2 · Kolhapurcell 4800000177

distance 0.285 · cross-district

#3 · Raigadcell 4910003234

distance 0.298 · cross-district

#4 · Raigadcell 4910003108

distance 0.305 · cross-district

#5 · Raigadcell 4910003277

distance 0.316 · cross-district

#6 · Raigadcell 4910001909

distance 0.325 · cross-district

#7 · Raigadcell 4910002946

distance 0.33 · cross-district

#8 · Raigadcell 4910003194

distance 0.331 · cross-district

#9 · Punecell 4900007158

distance 0.343

#10 · Raigadcell 4910002456

distance 0.351 · cross-district

#11 · Kolhapurcell 4800000122

distance 0.353 · cross-district

#12 · Raigadcell 4910003535

distance 0.353 · cross-district

#13 · Punecell 4900006062

distance 0.354

#14 · Raigadcell 4910003387

distance 0.363 · cross-district

#15 · Punecell 4900007035

distance 0.364

#16 · Kolhapurcell 4800000145

distance 0.365 · cross-district

#17 · Raigadcell 4910003475

distance 0.372 · cross-district

#18 · Raigadcell 4910002253

distance 0.374 · 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":4900006664}}}'

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.