Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010439

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011986

distance 0.12

#2 · Punecell 4900010619

distance 0.14

#3 · Punecell 4900010615

distance 0.157

#4 · Punecell 4900010870

distance 0.175

#5 · Punecell 4900011407

distance 0.182

#6 · Punecell 4900011990

distance 0.184

#7 · Punecell 4900010692

distance 0.188

#8 · Punecell 4900010533

distance 0.189

#9 · Punecell 4900011798

distance 0.192

#10 · Punecell 4900010883

distance 0.195

#11 · Punecell 4900011110

distance 0.202

#12 · Punecell 4900010183

distance 0.207

#13 · Punecell 4900010532

distance 0.21

#14 · Punecell 4900010453

distance 0.211

#15 · Punecell 4900012128

distance 0.215

#16 · Punecell 4900011542

distance 0.215

#17 · Punecell 4900010691

distance 0.225

#18 · Punecell 4900010701

distance 0.226

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":4900010439}}}'

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.