Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013198

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012533

distance 0.188

#2 · Punecell 4900013049

distance 0.227

#3 · Punecell 4900012975

distance 0.264

#4 · Punecell 4900013051

distance 0.275

#5 · Punecell 4900012607

distance 0.332

#6 · Punecell 4900000378

distance 0.347

#7 · Punecell 4900013047

distance 0.358

#8 · Punecell 4900013082

distance 0.362

#9 · Punecell 4900013150

distance 0.372

#10 · Punecell 4900012461

distance 0.38

#11 · Punecell 4900012535

distance 0.398

#12 · Punecell 4900013018

distance 0.399

#13 · Solapurcell 4960002699

distance 0.402 · cross-district

#14 · Punecell 4900012676

distance 0.407

#15 · Parbhanicell 4890005294

distance 0.409 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006409

distance 0.414 · cross-district

#17 · Punecell 4900013022

distance 0.414

#18 · Punecell 4900006745

distance 0.418

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":4900013198}}}'

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.