Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002019

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003326

distance 0.135

#2 · Punecell 4900002473

distance 0.144

#3 · Punecell 4900002462

distance 0.147

#4 · Punecell 4900001723

distance 0.151

#5 · Punecell 4900001334

distance 0.162

#6 · Punecell 4900002629

distance 0.163

#7 · Punecell 4900003875

distance 0.168

#8 · Punecell 4900001698

distance 0.172

#9 · Punecell 4900001879

distance 0.172

#10 · Solapurcell 4960004511

distance 0.173 · cross-district

#11 · Punecell 4900002636

distance 0.176

#12 · Sataracell 4940007274

distance 0.183 · cross-district

#13 · Punecell 4900003731

distance 0.188

#14 · Punecell 4900002912

distance 0.188

#15 · Punecell 4900001594

distance 0.19

#16 · Punecell 4900002172

distance 0.192

#17 · Punecell 4900003459

distance 0.192

#18 · Punecell 4900002478

distance 0.193

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":4900002019}}}'

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.