Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002451

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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001290

distance 0.183

#2 · Nashikcell 4870008393

distance 0.196 · cross-district

#3 · Punecell 4900003871

distance 0.199

#4 · Punecell 4900003605

distance 0.205

#5 · Nashikcell 4870001017

distance 0.21 · cross-district

#6 · Nashikcell 4870010461

distance 0.213 · cross-district

#7 · Punecell 4900000561

distance 0.217

#8 · Punecell 4900000794

distance 0.22

#9 · Punecell 4900000805

distance 0.227

#10 · Nashikcell 4870011576

distance 0.229 · cross-district

#11 · Punecell 4900003355

distance 0.23

#12 · Nashikcell 4870008694

distance 0.23 · cross-district

#13 · Nashikcell 4870011219

distance 0.248 · cross-district

#14 · Nashikcell 4870012018

distance 0.249 · cross-district

#15 · Nashikcell 4870010850

distance 0.25 · cross-district

#16 · Ahmednagarcell 4660002870

distance 0.25 · cross-district

#17 · Punecell 4900001144

distance 0.251

#18 · Nashikcell 4870011560

distance 0.252 · cross-district

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":4900002451}}}'

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.