Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003379

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

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910001858

distance 0.28 · cross-district

#2 · Punecell 4900006064

distance 0.303

#3 · Punecell 4900005947

distance 0.322

#4 · Punecell 4900003644

distance 0.34

#5 · Punecell 4900001925

distance 0.346

#6 · Punecell 4900007182

distance 0.35

#7 · Punecell 4900006073

distance 0.359

#8 · Punecell 4900002223

distance 0.375

#9 · Punecell 4900002668

distance 0.383

#10 · Punecell 4900006078

distance 0.391

#11 · Punecell 4900001109

distance 0.391

#12 · Punecell 4900005829

distance 0.397

#13 · Punecell 4900004490

distance 0.403

#14 · Punecell 4900005296

distance 0.406

#15 · Raigadcell 4910001135

distance 0.408 · cross-district

#16 · Punecell 4900003377

distance 0.417

#17 · Punecell 4900007428

distance 0.418

#18 · Raigadcell 4910001202

distance 0.421 · 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":4900003379}}}'

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.