Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003283

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002711

distance 0.32

#2 · Sataracell 4940008364

distance 0.359 · cross-district

#3 · Punecell 4900003285

distance 0.362

#4 · Punecell 4900002094

distance 0.38

#5 · Sataracell 4940008448

distance 0.38 · cross-district

#6 · Sataracell 4940008370

distance 0.386 · cross-district

#7 · Sataracell 4940008457

distance 0.396 · cross-district

#8 · Punecell 4900004095

distance 0.404

#9 · Punecell 4900003287

distance 0.412

#10 · Sataracell 4940007216

distance 0.426 · cross-district

#11 · Punecell 4900003420

distance 0.43

#12 · Sataracell 4940006804

distance 0.432 · cross-district

#13 · Punecell 4900003150

distance 0.433

#14 · Punecell 4900003538

distance 0.435

#15 · Sataracell 4940006993

distance 0.439 · cross-district

#16 · Sataracell 4940006877

distance 0.439 · cross-district

#17 · Punecell 4900011324

distance 0.44

#18 · Sataracell 4940007110

distance 0.441 · 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":4900003283}}}'

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.