Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000007

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007136

distance 0.355

#2 · Chhatrapati Sambhajinagarcell 4690000005

distance 0.391 · cross-district

#3 · Nashikcell 4870010292

distance 0.436 · cross-district

#4 · Punecell 4900003900

distance 0.442

#5 · Chhatrapati Sambhajinagarcell 4690000338

distance 0.455 · cross-district

#6 · Nashikcell 4870004831

distance 0.46 · cross-district

#7 · Punecell 4900006898

distance 0.461

#8 · Nashikcell 4870003702

distance 0.462 · cross-district

#9 · Ahmednagarcell 4660012303

distance 0.466 · cross-district

#10 · Ahmednagarcell 4660014196

distance 0.466 · cross-district

#11 · Nandedcell 4850000096

distance 0.469 · cross-district

#12 · Jalgaoncell 4780001539

distance 0.469 · cross-district

#13 · Beedcell 4700005410

distance 0.471 · cross-district

#14 · Kolhapurcell 4800004867

distance 0.472 · cross-district

#15 · Punecell 4900001013

distance 0.474

#16 · Kolhapurcell 4800003736

distance 0.474 · cross-district

#17 · Punecell 4900000151

distance 0.474

#18 · Kolhapurcell 4800003734

distance 0.474 · 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":4900000007}}}'

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.