Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000450

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006893

distance 0.245 · cross-district

#2 · Sataracell 4940007517

distance 0.267 · cross-district

#3 · Punecell 4900000368

distance 0.268

#4 · Punecell 4900000440

distance 0.289

#5 · Sataracell 4940007734

distance 0.297 · cross-district

#6 · Sataracell 4940008158

distance 0.299 · cross-district

#7 · Punecell 4900012307

distance 0.304

#8 · Punecell 4900012251

distance 0.306

#9 · Punecell 4900000381

distance 0.306

#10 · Punecell 4900000463

distance 0.311

#11 · Sataracell 4940006805

distance 0.316 · cross-district

#12 · Punecell 4900000386

distance 0.317

#13 · Punecell 4900000634

distance 0.317

#14 · Sataracell 4940007001

distance 0.325 · cross-district

#15 · Sataracell 4940005320

distance 0.326 · cross-district

#16 · Punecell 4900012669

distance 0.328

#17 · Punecell 4900000982

distance 0.329

#18 · Punecell 4900000443

distance 0.331

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":4900000450}}}'

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.