Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005777

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005776

distance 0.32

#2 · Punecell 4900005520

distance 0.325

#3 · Nandedcell 4850002562

distance 0.342 · cross-district

#4 · Nashikcell 4870003968

distance 0.349 · cross-district

#5 · Punecell 4900006023

distance 0.35

#6 · Ahmednagarcell 4660004316

distance 0.361 · cross-district

#7 · Punecell 4900001858

distance 0.368

#8 · Sataracell 4940008573

distance 0.369 · cross-district

#9 · Ahmednagarcell 4660012171

distance 0.369 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002075

distance 0.37 · cross-district

#11 · Punecell 4900004989

distance 0.372

#12 · Sanglicell 4930006918

distance 0.379 · cross-district

#13 · Punecell 4900005924

distance 0.384

#14 · Solapurcell 4960009394

distance 0.393 · cross-district

#15 · Dharashivcell 4880002343

distance 0.394 · cross-district

#16 · Ahmednagarcell 4660011418

distance 0.396 · cross-district

#17 · Ahmednagarcell 4660003982

distance 0.403 · cross-district

#18 · Punecell 4900006136

distance 0.405

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":4900005777}}}'

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.