Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012280

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012414

distance 0.103

#2 · Punecell 4900012822

distance 0.155

#3 · Punecell 4900012889

distance 0.174

#4 · Punecell 4900012750

distance 0.193

#5 · Punecell 4900012699

distance 0.216

#6 · Punecell 4900012749

distance 0.233

#7 · Punecell 4900012836

distance 0.235

#8 · Punecell 4900012207

distance 0.268

#9 · Punecell 4900012141

distance 0.27

#10 · Ahmednagarcell 4660008657

distance 0.272 · cross-district

#11 · Nashikcell 4870000829

distance 0.272 · cross-district

#12 · Punecell 4900000893

distance 0.282

#13 · Nashikcell 4870000827

distance 0.29 · cross-district

#14 · Punecell 4900012281

distance 0.294

#15 · Punecell 4900012000

distance 0.298

#16 · Punecell 4900012140

distance 0.304

#17 · Punecell 4900012072

distance 0.319

#18 · Punecell 4900000412

distance 0.33

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":4900012280}}}'

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.