Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000319

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008369

distance 0.283 · cross-district

#2 · Sataracell 4940008361

distance 0.305 · cross-district

#3 · Sataracell 4940007428

distance 0.326 · cross-district

#4 · Sataracell 4940007111

distance 0.332 · cross-district

#5 · Sataracell 4940008363

distance 0.334 · cross-district

#6 · Sataracell 4940005458

distance 0.343 · cross-district

#7 · Sataracell 4940007632

distance 0.343 · cross-district

#8 · Sataracell 4940008252

distance 0.354 · cross-district

#9 · Punecell 4900000650

distance 0.363

#10 · Sataracell 4940007423

distance 0.366 · cross-district

#11 · Sataracell 4940007204

distance 0.377 · cross-district

#12 · Punecell 4900000544

distance 0.377

#13 · Sataracell 4940008262

distance 0.379 · cross-district

#14 · Sataracell 4940007733

distance 0.381 · cross-district

#15 · Sataracell 4940004577

distance 0.382 · cross-district

#16 · Punecell 4900003005

distance 0.389

#17 · Punecell 4900000757

distance 0.39

#18 · Sataracell 4940004576

distance 0.392 · 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":4900000319}}}'

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.