Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007031

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.396

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006541

distance 0.396

#2 · Punecell 4900007278

distance 0.447

#3 · Punecell 4900007279

distance 0.449

#4 · Sindhudurgcell 4950000197

distance 0.471 · cross-district

#5 · Kolhapurcell 4800002595

distance 0.473 · cross-district

#6 · Ratnagiricell 4920001959

distance 0.524 · cross-district

#7 · Kolhapurcell 4800000086

distance 0.543 · cross-district

#8 · Raigadcell 4910003152

distance 0.55 · cross-district

#9 · Sindhudurgcell 4950003963

distance 0.56 · cross-district

#10 · Sindhudurgcell 4950003488

distance 0.568 · cross-district

#11 · Raigadcell 4910003151

distance 0.569 · cross-district

#12 · Ratnagiricell 4920001506

distance 0.575 · cross-district

#13 · Kolhapurcell 4800003113

distance 0.582 · cross-district

#14 · Sindhudurgcell 4950002327

distance 0.584 · cross-district

#15 · Punecell 4900006909

distance 0.584

#16 · Kolhapurcell 4800000045

distance 0.59 · cross-district

#17 · Kolhapurcell 4800002548

distance 0.59 · cross-district

#18 · Palgharcell 6650000415

distance 0.596 · 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":4900007031}}}'

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.