Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009532

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

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009838

distance 0.23

#2 · Punecell 4900008562

distance 0.248

#3 · Punecell 4900009730

distance 0.25

#4 · Punecell 4900007998

distance 0.263

#5 · Punecell 4900008563

distance 0.272

#6 · Punecell 4900010147

distance 0.28

#7 · Punecell 4900008129

distance 0.284

#8 · Punecell 4900010649

distance 0.286

#9 · Punecell 4900011063

distance 0.286

#10 · Punecell 4900009729

distance 0.293

#11 · Punecell 4900009329

distance 0.296

#12 · Raigadcell 4910005806

distance 0.301 · cross-district

#13 · Punecell 4900008556

distance 0.302

#14 · Punecell 4900010335

distance 0.303

#15 · Punecell 4900009633

distance 0.303

#16 · Punecell 4900008232

distance 0.303

#17 · Punecell 4900009345

distance 0.304

#18 · Punecell 4900008453

distance 0.309

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":4900009532}}}'

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.