Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007280

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

0.448

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950002291

distance 0.448 · cross-district

#2 · Sindhudurgcell 4950003233

distance 0.459 · cross-district

#3 · Ratnagiricell 4920000825

distance 0.465 · cross-district

#4 · Ratnagiricell 4920001861

distance 0.468 · cross-district

#5 · Ratnagiricell 4920002392

distance 0.471 · cross-district

#6 · Sindhudurgcell 4950003446

distance 0.474 · cross-district

#7 · Raigadcell 4910002597

distance 0.478 · cross-district

#8 · Raigadcell 4910002653

distance 0.5 · cross-district

#9 · Ratnagiricell 4920001250

distance 0.51 · cross-district

#10 · Ratnagiricell 4920002175

distance 0.516 · cross-district

#11 · Kolhapurcell 4800002852

distance 0.519 · cross-district

#12 · Raigadcell 4910002967

distance 0.52 · cross-district

#13 · Raigadcell 4910003405

distance 0.528 · cross-district

#14 · Raigadcell 4910002704

distance 0.528 · cross-district

#15 · Sindhudurgcell 4950002577

distance 0.529 · cross-district

#16 · Sindhudurgcell 4950002233

distance 0.53 · cross-district

#17 · Ratnagiricell 4920002654

distance 0.532 · cross-district

#18 · Ratnagiricell 4920001263

distance 0.534 · 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":4900007280}}}'

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.