Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011908

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 1 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012116

distance 0.155

#2 · Punecell 4900012048

distance 0.221

#3 · Punecell 4900012051

distance 0.243

#4 · Punecell 4900012180

distance 0.246

#5 · Punecell 4900009741

distance 0.253

#6 · Punecell 4900009428

distance 0.263

#7 · Punecell 4900011784

distance 0.27

#8 · Punecell 4900011970

distance 0.272

#9 · Punecell 4900010503

distance 0.284

#10 · Punecell 4900011849

distance 0.3

#11 · Punecell 4900010596

distance 0.311

#12 · Punecell 4900008567

distance 0.312

#13 · Punecell 4900011717

distance 0.341

#14 · Punecell 4900009530

distance 0.341

#15 · Punecell 4900011521

distance 0.343

#16 · Punecell 4900012049

distance 0.349

#17 · Punecell 4900012029

distance 0.358

#18 · Punecell 4900009734

distance 0.36

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":4900011908}}}'

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.