Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006541

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.382

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007278

distance 0.382

#2 · Raigadcell 4910002912

distance 0.386 · cross-district

#3 · Sindhudurgcell 4950000197

distance 0.395 · cross-district

#4 · Punecell 4900007031

distance 0.396

#5 · Kolhapurcell 4800000086

distance 0.421 · cross-district

#6 · Punecell 4900007279

distance 0.425

#7 · Raigadcell 4910003151

distance 0.43 · cross-district

#8 · Kolhapurcell 4800003065

distance 0.431 · cross-district

#9 · Punecell 4900007522

distance 0.442

#10 · Raigadcell 4910001959

distance 0.454 · cross-district

#11 · Kolhapurcell 4800002313

distance 0.454 · cross-district

#12 · Raigadcell 4910003520

distance 0.455 · cross-district

#13 · Kolhapurcell 4800002599

distance 0.458 · cross-district

#14 · Ratnagiricell 4920001506

distance 0.468 · cross-district

#15 · Punecell 4900006664

distance 0.47

#16 · Punecell 4900006909

distance 0.471

#17 · Raigadcell 4910002961

distance 0.474 · cross-district

#18 · Kolhapurcell 4800002889

distance 0.474 · 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":4900006541}}}'

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.