Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005018

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003641

distance 0.211

#2 · Punecell 4900004746

distance 0.216

#3 · Punecell 4900005418

distance 0.233

#4 · Punecell 4900004467

distance 0.246

#5 · Punecell 4900004332

distance 0.284

#6 · Punecell 4900004607

distance 0.293

#7 · Punecell 4900005940

distance 0.35

#8 · Punecell 4900006312

distance 0.38

#9 · Punecell 4900007037

distance 0.387

#10 · Raigadcell 4910001453

distance 0.392 · cross-district

#11 · Punecell 4900003372

distance 0.411

#12 · Punecell 4900005558

distance 0.413

#13 · Punecell 4900004615

distance 0.417

#14 · Punecell 4900002682

distance 0.419

#15 · Punecell 4900004062

distance 0.451

#16 · Punecell 4900009116

distance 0.451

#17 · Punecell 4900004917

distance 0.453

#18 · Punecell 4900005293

distance 0.455

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":4900005018}}}'

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.