Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005266

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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006777

distance 0.259

#2 · Jalgaoncell 4780005516

distance 0.266 · cross-district

#3 · Jalgaoncell 4780002578

distance 0.269 · cross-district

#4 · Jalgaoncell 4780005231

distance 0.27 · cross-district

#5 · Beedcell 4700006484

distance 0.273 · cross-district

#6 · Jalgaoncell 4780003207

distance 0.279 · cross-district

#7 · Jalgaoncell 4780006396

distance 0.289 · cross-district

#8 · Jalgaoncell 4780009880

distance 0.293 · cross-district

#9 · Punecell 4900006650

distance 0.296

#10 · Jalgaoncell 4780002659

distance 0.296 · cross-district

#11 · Jalgaoncell 4780002359

distance 0.297 · cross-district

#12 · Akolacell 4670000663

distance 0.3 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000432

distance 0.3 · cross-district

#14 · Washimcell 4990000960

distance 0.301 · cross-district

#15 · Washimcell 4990003664

distance 0.303 · cross-district

#16 · Beedcell 4700007158

distance 0.304 · cross-district

#17 · Buldhanacell 4720004663

distance 0.305 · cross-district

#18 · Amravaticell 4680007511

distance 0.305 · 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":4900005266}}}'

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.