Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013372

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012920

distance 0.223

#2 · Punecell 4900012724

distance 0.303

#3 · Punecell 4900013221

distance 0.309

#4 · Punecell 4900012725

distance 0.315

#5 · Punecell 4900012440

distance 0.324

#6 · Thanecell 4970000707

distance 0.325 · cross-district

#7 · Punecell 4900013185

distance 0.326

#8 · Punecell 4900012368

distance 0.331

#9 · Punecell 4900013045

distance 0.332

#10 · Thanecell 4970000931

distance 0.333 · cross-district

#11 · Punecell 4900012370

distance 0.343

#12 · Sataracell 4940001920

distance 0.346 · cross-district

#13 · Punecell 4900013293

distance 0.347

#14 · Sataracell 4940001724

distance 0.347 · cross-district

#15 · Punecell 4900013218

distance 0.351

#16 · Sataracell 4940007621

distance 0.351 · cross-district

#17 · Sataracell 4940001718

distance 0.352 · cross-district

#18 · Sataracell 4940004435

distance 0.356 · 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":4900013372}}}'

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.