Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007281

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910002610

distance 0.227 · cross-district

#2 · Raigadcell 4910002809

distance 0.248 · cross-district

#3 · Raigadcell 4910002611

distance 0.248 · cross-district

#4 · Raigadcell 4910002390

distance 0.254 · cross-district

#5 · Raigadcell 4910003433

distance 0.259 · cross-district

#6 · Punecell 4900007035

distance 0.262

#7 · Raigadcell 4910003477

distance 0.27 · cross-district

#8 · Punecell 4900007033

distance 0.272

#9 · Punecell 4900007402

distance 0.273

#10 · Raigadcell 4910003060

distance 0.273 · cross-district

#11 · Raigadcell 4910003048

distance 0.274 · cross-district

#12 · Raigadcell 4910002712

distance 0.284 · cross-district

#13 · Raigadcell 4910002758

distance 0.284 · cross-district

#14 · Raigadcell 4910002438

distance 0.285 · cross-district

#15 · Kolhapurcell 4800000093

distance 0.287 · cross-district

#16 · Raigadcell 4910003522

distance 0.289 · cross-district

#17 · Raigadcell 4910003011

distance 0.294 · cross-district

#18 · Raigadcell 4910002507

distance 0.294 · 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":4900007281}}}'

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.