Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004482

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006063

distance 0.228

#2 · Punecell 4900004474

distance 0.31

#3 · Raigadcell 4910002516

distance 0.314 · cross-district

#4 · Punecell 4900004884

distance 0.316

#5 · Punecell 4900003236

distance 0.332

#6 · Punecell 4900007424

distance 0.333

#7 · Punecell 4900004883

distance 0.336

#8 · Punecell 4900004741

distance 0.338

#9 · Punecell 4900006920

distance 0.342

#10 · Raigadcell 4910002914

distance 0.344 · cross-district

#11 · Punecell 4900003369

distance 0.347

#12 · Punecell 4900005303

distance 0.35

#13 · Punecell 4900004747

distance 0.357

#14 · Punecell 4900003107

distance 0.363

#15 · Punecell 4900007538

distance 0.365

#16 · Punecell 4900007542

distance 0.366

#17 · Punecell 4900004743

distance 0.366

#18 · Punecell 4900003375

distance 0.368

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":4900004482}}}'

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.