Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004040

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001304

distance 0.246

#2 · Punecell 4900004451

distance 0.271

#3 · Punecell 4900006405

distance 0.278

#4 · Chhatrapati Sambhajinagarcell 4690001411

distance 0.297 · cross-district

#5 · Punecell 4900005922

distance 0.311

#6 · Punecell 4900002620

distance 0.32

#7 · Punecell 4900003601

distance 0.323

#8 · Punecell 4900003762

distance 0.327

#9 · Solapurcell 4960008470

distance 0.327 · cross-district

#10 · Punecell 4900000719

distance 0.328

#11 · Punecell 4900001425

distance 0.329

#12 · Chhatrapati Sambhajinagarcell 4690001687

distance 0.33 · cross-district

#13 · Dhulecell 4740004738

distance 0.337 · cross-district

#14 · Solapurcell 4960006638

distance 0.338 · cross-district

#15 · Nashikcell 4870004996

distance 0.342 · cross-district

#16 · Sanglicell 4930006038

distance 0.342 · cross-district

#17 · Solapurcell 4960008090

distance 0.345 · cross-district

#18 · Dharashivcell 4880004364

distance 0.346 · 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":4900004040}}}'

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.