Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009927

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 2 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009925

distance 0.145

#2 · Punecell 4900009520

distance 0.22

#3 · Punecell 4900012088

distance 0.231

#4 · Punecell 4900009924

distance 0.248

#5 · Punecell 4900009923

distance 0.265

#6 · Punecell 4900010825

distance 0.278

#7 · Punecell 4900010477

distance 0.281

#8 · Punecell 4900009724

distance 0.286

#9 · Punecell 4900010123

distance 0.33

#10 · Raigadcell 4910005807

distance 0.332 · cross-district

#11 · Punecell 4900010656

distance 0.341

#12 · Punecell 4900009621

distance 0.343

#13 · Punecell 4900009419

distance 0.363

#14 · Raigadcell 4910003733

distance 0.375 · cross-district

#15 · Raigadcell 4910005263

distance 0.378 · cross-district

#16 · Punecell 4900010487

distance 0.378

#17 · Punecell 4900010305

distance 0.381

#18 · Punecell 4900010983

distance 0.384

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":4900009927}}}'

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.