Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000963

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004955

distance 0.299 · cross-district

#2 · Punecell 4900001223

distance 0.304

#3 · Solapurcell 4960008051

distance 0.315 · cross-district

#4 · Punecell 4900001716

distance 0.319

#5 · Sanglicell 4930000253

distance 0.321 · cross-district

#6 · Nashikcell 4870005143

distance 0.324 · cross-district

#7 · Ahmednagarcell 4660014172

distance 0.326 · cross-district

#8 · Punecell 4900001441

distance 0.335

#9 · Solapurcell 4960009486

distance 0.339 · cross-district

#10 · Punecell 4900012419

distance 0.341

#11 · Nashikcell 4870004111

distance 0.343 · cross-district

#12 · Ahmednagarcell 4660005933

distance 0.355 · cross-district

#13 · Sataracell 4940007909

distance 0.357 · cross-district

#14 · Nashikcell 4870001654

distance 0.363 · cross-district

#15 · Punecell 4900001160

distance 0.364

#16 · Amravaticell 4680005384

distance 0.365 · cross-district

#17 · Ahmednagarcell 4660008390

distance 0.368 · cross-district

#18 · Nashikcell 4870002345

distance 0.37 · 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":4900000963}}}'

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.