Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007158

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000096

distance 0.211 · cross-district

#2 · Punecell 4900006062

distance 0.234

#3 · Kolhapurcell 4800000145

distance 0.249 · cross-district

#4 · Kolhapurcell 4800000118

distance 0.257 · cross-district

#5 · Kolhapurcell 4800000117

distance 0.266 · cross-district

#6 · Kolhapurcell 4800000177

distance 0.272 · cross-district

#7 · Raigadcell 4910003387

distance 0.295 · cross-district

#8 · Raigadcell 4910003488

distance 0.301 · cross-district

#9 · Raigadcell 4910002996

distance 0.302 · cross-district

#10 · Raigadcell 4910003427

distance 0.306 · cross-district

#11 · Raigadcell 4910003219

distance 0.308 · cross-district

#12 · Raigadcell 4910002456

distance 0.308 · cross-district

#13 · Kolhapurcell 4800000121

distance 0.311 · cross-district

#14 · Kolhapurcell 4800000126

distance 0.316 · cross-district

#15 · Sindhudurgcell 4950000808

distance 0.321 · cross-district

#16 · Raigadcell 4910001617

distance 0.321 · cross-district

#17 · Sindhudurgcell 4950000069

distance 0.326 · cross-district

#18 · Raigadcell 4910003388

distance 0.328 · 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":4900007158}}}'

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.