Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003913

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910002209

distance 0.296 · cross-district

#2 · Punecell 4900003632

distance 0.313

#3 · Punecell 4900003771

distance 0.319

#4 · Raigadcell 4910002162

distance 0.322 · cross-district

#5 · Punecell 4900004193

distance 0.327

#6 · Punecell 4900003240

distance 0.329

#7 · Punecell 4900003634

distance 0.33

#8 · Punecell 4900005151

distance 0.33

#9 · Punecell 4900003770

distance 0.332

#10 · Punecell 4900003917

distance 0.332

#11 · Punecell 4900003645

distance 0.333

#12 · Punecell 4900004206

distance 0.339

#13 · Punecell 4900003367

distance 0.342

#14 · Punecell 4900002369

distance 0.345

#15 · Punecell 4900003639

distance 0.345

#16 · Punecell 4900003241

distance 0.348

#17 · Punecell 4900005285

distance 0.35

#18 · Punecell 4900003501

distance 0.357

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":4900003913}}}'

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.