Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004289

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003064

distance 0.161

#2 · Punecell 4900000897

distance 0.186

#3 · Punecell 4900002748

distance 0.19

#4 · Punecell 4900002304

distance 0.191

#5 · Punecell 4900001180

distance 0.192

#6 · Sataracell 4940008315

distance 0.195 · cross-district

#7 · Nashikcell 4870011446

distance 0.198 · cross-district

#8 · Punecell 4900002766

distance 0.2

#9 · Nashikcell 4870010324

distance 0.201 · cross-district

#10 · Punecell 4900003736

distance 0.201

#11 · Sataracell 4940007698

distance 0.201 · cross-district

#12 · Punecell 4900001018

distance 0.202

#13 · Punecell 4900005652

distance 0.202

#14 · Punecell 4900001706

distance 0.204

#15 · Punecell 4900003981

distance 0.207

#16 · Nashikcell 4870011573

distance 0.208 · cross-district

#17 · Punecell 4900000770

distance 0.209

#18 · Punecell 4900004141

distance 0.21

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":4900004289}}}'

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.