Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006906

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007029

distance 0.318

#2 · Buldhanacell 4720004572

distance 0.324 · cross-district

#3 · Beedcell 4700000366

distance 0.33 · cross-district

#4 · Punecell 4900003907

distance 0.353

#5 · Nandedcell 4850002601

distance 0.359 · cross-district

#6 · Punecell 4900001267

distance 0.36

#7 · Washimcell 4990003785

distance 0.373 · cross-district

#8 · Punecell 4900001482

distance 0.374

#9 · Punecell 4900006293

distance 0.374

#10 · Dharashivcell 4880003546

distance 0.374 · cross-district

#11 · Amravaticell 4680002529

distance 0.375 · cross-district

#12 · Jalgaoncell 4780004592

distance 0.377 · cross-district

#13 · Dharashivcell 4880003608

distance 0.377 · cross-district

#14 · Wardhacell 4980002855

distance 0.378 · cross-district

#15 · Jalgaoncell 4780007102

distance 0.379 · cross-district

#16 · Jalgaoncell 4780006644

distance 0.382 · cross-district

#17 · Akolacell 4670001607

distance 0.384 · cross-district

#18 · Jalgaoncell 4780003473

distance 0.386 · 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":4900006906}}}'

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.