Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001357

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002730

distance 0.242 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690001830

distance 0.248 · cross-district

#3 · Solapurcell 4960012064

distance 0.253 · cross-district

#4 · Punecell 4900000003

distance 0.259

#5 · Solapurcell 4960000379

distance 0.272 · cross-district

#6 · Sataracell 4940007381

distance 0.283 · cross-district

#7 · Punecell 4900006652

distance 0.29

#8 · Ahmednagarcell 4660010700

distance 0.293 · cross-district

#9 · Nashikcell 4870003859

distance 0.295 · cross-district

#10 · Solapurcell 4960004358

distance 0.296 · cross-district

#11 · Dharashivcell 4880003919

distance 0.301 · cross-district

#12 · Beedcell 4700002447

distance 0.302 · cross-district

#13 · Sataracell 4940007050

distance 0.304 · cross-district

#14 · Ahmednagarcell 4660011566

distance 0.307 · cross-district

#15 · Beedcell 4700005774

distance 0.307 · cross-district

#16 · Jalgaoncell 4780004364

distance 0.308 · cross-district

#17 · Nashikcell 4870010199

distance 0.313 · cross-district

#18 · Ahmednagarcell 4660013129

distance 0.317 · 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":4900001357}}}'

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.