Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006054

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

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004853

distance 0.265

#2 · Jalgaoncell 4780002175

distance 0.297 · cross-district

#3 · Kolhapurcell 4800004372

distance 0.305 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003699

distance 0.326 · cross-district

#5 · Sataracell 4940000105

distance 0.327 · cross-district

#6 · Sataracell 4940000098

distance 0.339 · cross-district

#7 · Punecell 4900006893

distance 0.347

#8 · Beedcell 4700007155

distance 0.351 · cross-district

#9 · Solapurcell 4960003285

distance 0.352 · cross-district

#10 · Jalgaoncell 4780005794

distance 0.354 · cross-district

#11 · Ahmednagarcell 4660012821

distance 0.357 · cross-district

#12 · Solapurcell 4960004562

distance 0.361 · cross-district

#13 · Sanglicell 4930006055

distance 0.365 · cross-district

#14 · Jalgaoncell 4780005763

distance 0.372 · cross-district

#15 · Punecell 4900003493

distance 0.373

#16 · Ahmednagarcell 4660000037

distance 0.374 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005506

distance 0.375 · cross-district

#18 · Solapurcell 4960003152

distance 0.375 · 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":4900006054}}}'

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.