Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003268

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001374

distance 0.309

#2 · Punecell 4900004094

distance 0.311

#3 · Punecell 4900001922

distance 0.312

#4 · Punecell 4900004088

distance 0.368

#5 · Punecell 4900002982

distance 0.372

#6 · Punecell 4900001925

distance 0.385

#7 · Punecell 4900001508

distance 0.389

#8 · Punecell 4900002975

distance 0.407

#9 · Punecell 4900001645

distance 0.418

#10 · Punecell 4900003669

distance 0.42

#11 · Punecell 4900000873

distance 0.424

#12 · Raigadcell 4910001268

distance 0.425 · cross-district

#13 · Sataracell 4940005321

distance 0.441 · cross-district

#14 · Punecell 4900007664

distance 0.462

#15 · Punecell 4900001923

distance 0.464

#16 · Punecell 4900000997

distance 0.465

#17 · Sataracell 4940008349

distance 0.472 · cross-district

#18 · Punecell 4900004358

distance 0.477

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":4900003268}}}'

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.