Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012333

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012697

distance 0.191

#2 · Punecell 4900013237

distance 0.227

#3 · Punecell 4900012766

distance 0.233

#4 · Punecell 4900012268

distance 0.237

#5 · Punecell 4900012996

distance 0.241

#6 · Punecell 4900012833

distance 0.258

#7 · Punecell 4900012612

distance 0.264

#8 · Punecell 4900013032

distance 0.266

#9 · Punecell 4900012613

distance 0.283

#10 · Punecell 4900012398

distance 0.306

#11 · Punecell 4900012541

distance 0.307

#12 · Punecell 4900012336

distance 0.31

#13 · Nashikcell 4870001371

distance 0.311 · cross-district

#14 · Ahmednagarcell 4660011495

distance 0.314 · cross-district

#15 · Nashikcell 4870001477

distance 0.323 · cross-district

#16 · Nashikcell 4870002595

distance 0.324 · cross-district

#17 · Punecell 4900012685

distance 0.326

#18 · Punecell 4900013205

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":4900012333}}}'

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.