Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013197

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.383

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013295

distance 0.383

#2 · Punecell 4900013317

distance 0.423

#3 · Sataracell 4940005334

distance 0.471 · cross-district

#4 · Sataracell 4940008053

distance 0.508 · cross-district

#5 · Punecell 4900003145

distance 0.518

#6 · Sataracell 4940007846

distance 0.523 · cross-district

#7 · Punecell 4900013232

distance 0.528

#8 · Sataracell 4940005562

distance 0.531 · cross-district

#9 · Sataracell 4940008849

distance 0.541 · cross-district

#10 · Punecell 4900007249

distance 0.542

#11 · Thanecell 4970000578

distance 0.544 · cross-district

#12 · Punecell 4900006054

distance 0.549

#13 · Solapurcell 4960001777

distance 0.551 · cross-district

#14 · Solapurcell 4960001645

distance 0.562 · cross-district

#15 · Kolhapurcell 4800004372

distance 0.562 · cross-district

#16 · Thanecell 4970000960

distance 0.578 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003699

distance 0.578 · cross-district

#18 · Ahmednagarcell 4660012821

distance 0.581 · 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":4900013197}}}'

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.