Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005515

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000137

distance 0.226 · cross-district

#2 · Punecell 4900001358

distance 0.231

#3 · Beedcell 4700005787

distance 0.249 · cross-district

#4 · Solapurcell 4960004109

distance 0.258 · cross-district

#5 · Jalgaoncell 4780002274

distance 0.269 · cross-district

#6 · Beedcell 4700003482

distance 0.269 · cross-district

#7 · Sataracell 4940007272

distance 0.277 · cross-district

#8 · Sataracell 4940005024

distance 0.28 · cross-district

#9 · Akolacell 4670000653

distance 0.28 · cross-district

#10 · Solapurcell 4960012581

distance 0.285 · cross-district

#11 · Punecell 4900003488

distance 0.285

#12 · Solapurcell 4960000938

distance 0.287 · cross-district

#13 · Sanglicell 4930006837

distance 0.29 · cross-district

#14 · Beedcell 4700008766

distance 0.294 · cross-district

#15 · Washimcell 4990000546

distance 0.295 · cross-district

#16 · Buldhanacell 4720003156

distance 0.297 · cross-district

#17 · Punecell 4900003361

distance 0.297

#18 · Jalgaoncell 4780008001

distance 0.301 · 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":4900005515}}}'

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.