Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003149

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

0.354

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003154

distance 0.354

#2 · Sataracell 4940008361

distance 0.369 · cross-district

#3 · Sataracell 4940006766

distance 0.379 · cross-district

#4 · Sataracell 4940008369

distance 0.381 · cross-district

#5 · Punecell 4900003005

distance 0.392

#6 · Sataracell 4940006872

distance 0.397 · cross-district

#7 · Sataracell 4940008459

distance 0.404 · cross-district

#8 · Punecell 4900003681

distance 0.409

#9 · Punecell 4900003007

distance 0.41

#10 · Sataracell 4940008262

distance 0.41 · cross-district

#11 · Sataracell 4940007526

distance 0.411 · cross-district

#12 · Sataracell 4940007733

distance 0.419 · cross-district

#13 · Sataracell 4940008370

distance 0.425 · cross-district

#14 · Punecell 4900012590

distance 0.426

#15 · Punecell 4900004510

distance 0.427

#16 · Sataracell 4940007421

distance 0.43 · cross-district

#17 · Punecell 4900005345

distance 0.431

#18 · Sataracell 4940007744

distance 0.434 · 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":4900003149}}}'

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.