Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004159

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

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003605

distance 0.26

#2 · Nashikcell 4870011461

distance 0.294 · cross-district

#3 · Punecell 4900002451

distance 0.31

#4 · Nashikcell 4870011462

distance 0.312 · cross-district

#5 · Nashikcell 4870011219

distance 0.32 · cross-district

#6 · Nashikcell 4870012675

distance 0.321 · cross-district

#7 · Nashikcell 4870013226

distance 0.331 · cross-district

#8 · Nashikcell 4870000829

distance 0.338 · cross-district

#9 · Nashikcell 4870010850

distance 0.341 · cross-district

#10 · Nashikcell 4870013161

distance 0.341 · cross-district

#11 · Ahmednagarcell 4660006587

distance 0.343 · cross-district

#12 · Nashikcell 4870012674

distance 0.344 · cross-district

#13 · Nashikcell 4870011577

distance 0.346 · cross-district

#14 · Punecell 4900004023

distance 0.348

#15 · Nashikcell 4870011800

distance 0.35 · cross-district

#16 · Nashikcell 4870002197

distance 0.351 · cross-district

#17 · Nashikcell 4870008694

distance 0.351 · cross-district

#18 · Nashikcell 4870012032

distance 0.352 · 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":4900004159}}}'

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.