Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009840

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010024

distance 0.193

#2 · Punecell 4900008779

distance 0.219

#3 · Punecell 4900011690

distance 0.221

#4 · Punecell 4900011704

distance 0.23

#5 · Punecell 4900011691

distance 0.232

#6 · Punecell 4900012162

distance 0.232

#7 · Punecell 4900009635

distance 0.233

#8 · Punecell 4900010565

distance 0.237

#9 · Punecell 4900008212

distance 0.25

#10 · Punecell 4900011693

distance 0.254

#11 · Punecell 4900008117

distance 0.257

#12 · Punecell 4900011776

distance 0.257

#13 · Punecell 4900011706

distance 0.267

#14 · Punecell 4900009015

distance 0.27

#15 · Raigadcell 4910005662

distance 0.27 · cross-district

#16 · Punecell 4900010924

distance 0.277

#17 · Punecell 4900007894

distance 0.279

#18 · Punecell 4900011563

distance 0.28

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":4900009840}}}'

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.