Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007644

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007032

distance 0.265

#2 · Raigadcell 4910003104

distance 0.318 · cross-district

#3 · Raigadcell 4910002306

distance 0.336 · cross-district

#4 · Raigadcell 4910003094

distance 0.359 · cross-district

#5 · Raigadcell 4910003057

distance 0.361 · cross-district

#6 · Kolhapurcell 4800002456

distance 0.362 · cross-district

#7 · Raigadcell 4910003056

distance 0.368 · cross-district

#8 · Ratnagiricell 4920001162

distance 0.369 · cross-district

#9 · Raigadcell 4910003048

distance 0.372 · cross-district

#10 · Ratnagiricell 4920000187

distance 0.377 · cross-district

#11 · Punecell 4900007281

distance 0.379

#12 · Kolhapurcell 4800002758

distance 0.38 · cross-district

#13 · Punecell 4900007035

distance 0.381

#14 · Raigadcell 4910003099

distance 0.382 · cross-district

#15 · Raigadcell 4910002411

distance 0.383 · cross-district

#16 · Raigadcell 4910002709

distance 0.384 · cross-district

#17 · Ratnagiricell 4920000290

distance 0.389 · cross-district

#18 · Raigadcell 4910002854

distance 0.397 · 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":4900007644}}}'

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.