Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007156

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

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007034

distance 0.269

#2 · Raigadcell 4910003535

distance 0.295 · cross-district

#3 · Kolhapurcell 4800000094

distance 0.339 · cross-district

#4 · Raigadcell 4910003319

distance 0.355 · cross-district

#5 · Raigadcell 4910003234

distance 0.358 · cross-district

#6 · Punecell 4900007157

distance 0.36

#7 · Punecell 4900007279

distance 0.371

#8 · Punecell 4900007524

distance 0.377

#9 · Punecell 4900006664

distance 0.378

#10 · Raigadcell 4910003108

distance 0.384 · cross-district

#11 · Sindhudurgcell 4950000081

distance 0.393 · cross-district

#12 · Raigadcell 4910002061

distance 0.393 · cross-district

#13 · Raigadcell 4910002109

distance 0.394 · cross-district

#14 · Raigadcell 4910002961

distance 0.396 · cross-district

#15 · Sindhudurgcell 4950000766

distance 0.4 · cross-district

#16 · Raigadcell 4910003083

distance 0.4 · cross-district

#17 · Raigadcell 4910003277

distance 0.401 · cross-district

#18 · Raigadcell 4910001909

distance 0.402 · 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":4900007156}}}'

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.