Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002809

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.289

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001906

distance 0.289

#2 · Kolhapurcell 4800003898

distance 0.3 · cross-district

#3 · Kolhapurcell 4800004811

distance 0.326 · cross-district

#4 · Kolhapurcell 4800004895

distance 0.331 · cross-district

#5 · Nandedcell 4850004071

distance 0.335 · cross-district

#6 · Kolhapurcell 4800005320

distance 0.339 · cross-district

#7 · Jalgaoncell 4780007369

distance 0.357 · cross-district

#8 · Jalgaoncell 4780006839

distance 0.358 · cross-district

#9 · Nandedcell 4850003931

distance 0.363 · cross-district

#10 · Jalgaoncell 4780006978

distance 0.366 · cross-district

#11 · Solapurcell 4960010976

distance 0.37 · cross-district

#12 · Dharashivcell 4880000262

distance 0.37 · cross-district

#13 · Punecell 4900002664

distance 0.371

#14 · Jalgaoncell 4780006530

distance 0.371 · cross-district

#15 · Sanglicell 4930005819

distance 0.372 · cross-district

#16 · Punecell 4900002801

distance 0.372

#17 · Sanglicell 4930004582

distance 0.374 · cross-district

#18 · Kolhapurcell 4800004636

distance 0.374 · 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":4900002809}}}'

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.